Research graph
References from Tutorial on Amortized Optimization. Local targets link to admitted publications; unresolved targets remain external evidence.
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2019 · External reference
Compilers, principles, techniques
1986 · External reference
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2019 · External reference
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2017 · External reference
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2012 · External reference
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2019 · External reference
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2023 · External reference
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2023 · External reference
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2017 · External reference
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2019 · External reference
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2018 · External reference
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2021 · External reference
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2017 · External reference
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2020 · External reference
Iterative procedures for nonlinear integral equations
10.1145/321296.321305 · 1965 · External reference
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2016 · External reference
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2019 · External reference
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2022 · External reference
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2017 · External reference
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2020 · External reference
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2016 · External reference
Amortized proximal optimization
10.52202/068431-0653 · 2022 · External reference
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2019 · External reference
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2020 · External reference
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2022 · External reference
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1995 · External reference
Unresolved reference
2019 · External reference
10.1017/9781108637435.036
10.1017/9781108637435.036 · 2020 · External reference
Unresolved reference
2015 · External reference
Data-driven nonsmooth optimization
10.1137/18m1207685 · 2020 · External reference
Unresolved reference
2021 · External reference
10.1007/978-3-0348-6328-5
10.1007/978-3-0348-6328-5 · 1982 · External reference
Unresolved reference
2018 · External reference
10.1007/978-1-4615-5529-2_4
10.1007/978-1-4615-5529-2_4 · 1998 · External reference
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
10.1137/080716542 · 2009 · External reference
Unresolved reference
2017 · External reference
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2016 · External reference
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2017 · External reference
Dynamic programming
10.1126/science.153.3731.34 · 1966 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
1994 · External reference
Machine learning for combinatorial optimization: a methodological tour d’horizon
10.1016/j.ejor.2020.07.063 · 2021 · External reference
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2019 · External reference
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2022 · External reference
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2015 · External reference
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1971 · External reference
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2000 · External reference
Unresolved reference
2019 · External reference
The voice of optimization
10.1007/s10994-020-05893-5 · 2021 · External reference
Julia: A fresh approach to numerical computing
10.1137/141000671 · 2017 · External reference
Unresolved reference
2020 · External reference
Three ways to solve partial differential equations with neural networks—A review
10.1002/gamm.202100006 · 2021 · External reference
Variational inference: A review for statisticians
10.1080/01621459.2017.1285773 · 2017 · External reference
Unresolved reference
2019 · External reference
Efficient and modular implicit differentiation
2022 · External reference
Learning with Fenchel-Young losses
2020 · External reference
Unresolved reference
2013 · External reference
10.1561/2200000016 · 2011 · Admitted local publication
10.1017/cbo9780511804441
10.1017/cbo9780511804441 · 2004 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2016 · External reference
A class of methods for solving nonlinear simultaneous equations
10.1090/s0025-5718-1965-0198670-6 · 1965 · External reference
10.1561/2200000050 · 2015 · Admitted local publication
10.52202/068431-0497
10.52202/068431-0497 · 2022 · External reference
Unresolved reference
2018 · External reference
Solution refinement at regular points of conic problems
10.1007/s10589-019-00122-9 · 2019 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2013 · External reference
10.24963/ijcai.2021/595
10.24963/ijcai.2021/595 · 2021 · External reference
Unresolved reference
2001 · External reference
Multitask learning
10.1023/a:1007379606734 · 1997 · External reference
CoCo: Online Mixed-Integer Control via Supervised Learning
2021 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
10.1109/iccv.2017.627
10.1109/iccv.2017.627 · 2017 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2022 · External reference
Atomic decomposition by basis pursuit
10.1137/s003614450037906x · 2001 · External reference
Large scale model predictive control with neural networks and primal active sets
10.1016/j.automatica.2021.109947 · 2022 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2016 · External reference
10.1016/j.jcp.2021.110668
10.1016/j.jcp.2021.110668 · 2021 · External reference
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2020 · External reference
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2017 · External reference
10.3115/v1/d14-1179
10.3115/v1/d14-1179 · 2014 · External reference
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2015 · External reference
Unresolved reference
2021 · External reference
Elements of Information Theory
2006 · External reference
Unresolved reference
2018 · External reference
10.1109/cvpr.2017.640
10.1109/cvpr.2017.640 · 2017 · External reference
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2013 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2022 · External reference
10.24963/ijcai.2019/305
10.24963/ijcai.2019/305 · 2019 · External reference
The theory of max-min, with applications
10.1137/0114053 · 1966 · External reference
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
10.1002/cpa.20042 · 2004 · External reference
An aggressive approach to loop unrolling
1995 · External reference
The helmholtz machine
10.1162/neco.1995.7.5.889 · 1995 · External reference
A tutorial on the cross-entropy method
10.1007/s10479-005-5724-z · 2005 · External reference
10.1017/9781108679930
10.1017/9781108679930 · 2020 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2019 · External reference
10.1109/cvpr.2019.01090
10.1109/cvpr.2019.01090 · 2019 · External reference
CVXPY: A Python-embedded modeling language for convex optimization
2016 · External reference
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1878 · External reference
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2021 · External reference
Unresolved reference
2016 · External reference
Generic methods for optimization-based modeling
2012 · External reference
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2020 · External reference
Unresolved reference
2003 · External reference
10.1007/978-0-387-87821-8
10.1007/978-0-387-87821-8 · 2009 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2010 · External reference
JuMP: A modeling language for mathematical optimization
10.1137/15m1020575 · 2017 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2022 · External reference
Tree-based batch mode reinforcement learning
2005 · External reference
10.1201/9781003072119
10.1201/9781003072119 · 2020 · External reference
Sensitivity and stability analysis for nonlinear programming
10.1007/bf02055196 · 1990 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2017 · External reference
Review papers: The statistical basis of meta-analysis
10.1177/096228029300200202 · 1993 · External reference
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2017 · External reference
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2017 · External reference
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2018 · External reference
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2018 · External reference
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2022 · External reference
10.1109/cvpr42600.2020.00772
10.1109/cvpr42600.2020.00772 · 2020 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2018 · External reference
Is the Bellman residual a bad proxy?
2017 · External reference
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2014 · External reference
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2015 · External reference
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2019 · External reference
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2016 · External reference
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2020 · External reference
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2019 · External reference
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2010 · External reference
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2016 · External reference
Unresolved reference
1998 · External reference
The principle of maximum entropy
10.1007/bf03023004 · 1985 · External reference
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2021 · External reference
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2017 · External reference
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2018 · External reference
10.1007/978-3-642-10949-2_1
10.1007/978-3-642-10949-2_1 · 2010 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2017 · External reference
The formation of learning sets
10.1037/h0062474 · 1949 · External reference
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2022 · External reference
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2021 · External reference
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2016 · External reference
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2019 · External reference
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2015 · External reference
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2019 · External reference
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2017 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Unresolved reference
2001 · External reference
Stochastic variational inference
2013 · External reference
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2020 · External reference
Unresolved reference
2019 · External reference
A Brief Introduction to Manifold Optimization
10.1007/s40305-020-00295-9 · 2019 · External reference
A flexible and efficient algorithmic framework for constrained matrix and tensor factorization
10.1109/tsp.2016.2576427 · 2016 · External reference
Unresolved reference
2022 · External reference
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2021 · External reference
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2002 · External reference
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2019 · External reference
An introduction to variational methods for graphical models
10.1023/a:1007665907178 · 1999 · External reference
Physics-informed machine learning
10.1038/s42254-021-00314-5 · 2021 · External reference
Unresolved reference
2010 · External reference
A layered network model of associative learning: learning to learn and configuration
10.1037/0033-295x.95.4.411 · 1988 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2016 · External reference
Learning predictions for algorithms with predictions
2022 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
10.1561/2200000056 · 2019 · Admitted local publication
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2015 · External reference
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2014 · External reference
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2004 · External reference
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2006 · External reference
Unresolved reference
2021 · External reference
Actor-critic algorithms
1999 · External reference
Unresolved reference
2021 · External reference
10.24963/ijcai.2021/610
10.24963/ijcai.2021/610 · 2021 · External reference
On universal approximation and error bounds for fourier neural operators
2021 · External reference
Unresolved reference
2020 · External reference
Data-driven fluid simulations using regression forests
10.1145/2816795.2818129 · 2015 · External reference
Building machines that learn and think like people
2017 · External reference
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2020 · External reference
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2020 · External reference
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2019 · External reference
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Unresolved reference
2019 · External reference
10.1109/cvpr.2019.01091
10.1109/cvpr.2019.01091 · 2019 · External reference
Unresolved reference
2014 · External reference
End-to-end training of deep visuomotor policies
2016 · External reference
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2013 · External reference
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2017 · External reference
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2017 · External reference
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2021 · External reference
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2021 · External reference
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2018 · External reference
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2016 · External reference
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2022 · External reference
On learning and branching: a survey
10.1007/s11750-017-0451-6 · 2017 · External reference
10.1109/cvpr.2015.7298965
10.1109/cvpr.2015.7298965 · 2015 · External reference
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2020 · External reference
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2019 · External reference
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2018 · External reference
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2017 · External reference
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2016 · External reference
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2015 · External reference
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2015 · External reference
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2021 · External reference
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2010 · External reference
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2020 · External reference
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2018 · External reference
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2018 · External reference
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2021 · External reference
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2021 · External reference
10.1109/iccv.2017.198
10.1109/iccv.2017.198 · 2017 · External reference
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2018 · External reference
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2021 · External reference
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2021 · External reference
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2022 · External reference
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2019 · External reference
Unresolved reference
2019 · External reference
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2017 · External reference
Envelope theorems for arbitrary choice sets
10.1111/1468-0262.00296 · 2002 · External reference
Learning for constrained optimization: Identifying optimal active constraint sets
2021 · External reference
Unresolved reference
2014 · External reference
Monte Carlo Gradient Estimation in Machine Learning
2020 · External reference
Algorithm unrolling: Interpretable, efficient deep learning for signal and image processing
10.1109/msp.2020.3016905 · 2021 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2012 · External reference
A method for unconstrained convex minimization problem with the rate of convergence O (1/k 2)
1983 · External reference
10.1007/978-3-319-91578-4
10.1007/978-3-319-91578-4 · 2018 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2006 · External reference
Conic optimization via operator splitting and homogeneous self-dual embedding
10.1007/s10957-016-0892-3 · 2016 · External reference
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
10.1038/381607a0 · 1996 · External reference
An algorithmic perspective on imitation learning
10.1561/2300000053 · 2018 · External reference
Unresolved reference
2020 · External reference
Proximal algorithms
10.1561/2400000003 · 2014 · External reference
Unresolved reference
2018 · External reference
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2021 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2019 · External reference
Fast exact multiplication by the Hessian
10.1162/neco.1994.6.1.147 · 1994 · External reference
Unresolved reference
1996 · External reference
Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator
10.1145/1330017.1330018 · 2008 · External reference
Intrinsic statistics on Riemannian manifolds: Basic tools for geometric measurements
10.1007/s10851-006-6228-4 · 2006 · External reference
10.1561/2200000073 · 2019 · Admitted local publication
Unresolved reference
2020 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2017 · External reference
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2020 · External reference
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2015 · External reference
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2014 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2016 · External reference
Continuation methods: Theory and applications
1983 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2017 · External reference
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2000 · External reference
Imagenet large scale visual recognition challenge
10.1007/s11263-015-0816-y · 2015 · External reference
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2019 · External reference
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2020 · External reference
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2022 · External reference
Unresolved reference
External reference
10.1145/2623330.2630809
10.1145/2623330.2630809 · 2014 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2020 · External reference
Optimal transport for applied mathematicians
10.1007/978-3-319-20828-2 · 2015 · External reference
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2010 · External reference
Unresolved reference
1987 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
2021 · External reference
10.1101/2021.04.08.439084
10.1101/2021.04.08.439084 · 2021 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2021 · External reference
Sensitivity Analysis of Generalized Equations
10.1023/a:1022940300114 · 2003 · External reference
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External reference
Unresolved reference
2022 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2016 · External reference
A hypercube-based encoding for evolving large-scale neural networks
10.1162/artl.2009.15.2.15202 · 2009 · External reference
Unresolved reference
2018 · External reference
Lectures on parametric optimization: An introduction
2018 · External reference
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2013 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
10.1109/cvpr.2016.308
10.1109/cvpr.2016.308 · 2016 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2022 · External reference
10.1007/978-1-4615-5529-2_1
10.1007/978-1-4615-5529-2_1 · 1998 · External reference
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2021 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
A perspective view and survey of meta-learning
10.1023/a:1019956318069 · 2002 · External reference
10.1007/978-3-540-71050-9
10.1007/978-3-540-71050-9 · 2009 · External reference
Unresolved reference
2021 · External reference
10.1561/2200000001 · 2008 · Admitted local publication
Anderson acceleration for fixed-point iterations
10.1137/10078356x · 2011 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2020 · External reference
Reminiscence and rote learning
10.1037/h0093534 · 1937 · External reference
Q-learning
1992 · External reference
Modern homotopy methods in optimization
10.1016/0045-7825(89)90053-4 · 1989 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
External reference
Unresolved reference
1990 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2019 · External reference
Simple statistical gradient-following algorithms for connectionist reinforcement learning
10.1007/978-1-4615-3618-5_2 · 1992 · External reference
A learning algorithm for continually running fully recurrent neural networks
10.1162/neco.1989.1.2.270 · 1989 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2021 · External reference
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2021 · External reference
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2020 · External reference
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2022 · External reference
Unresolved reference
2016 · External reference
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2017 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2012 · External reference
10.1609/aaai.v24i1.7639
10.1609/aaai.v24i1.7639 · 2010 · External reference
Unresolved reference
2019 · External reference
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations
10.1137/18m1232772 · 2020 · External reference
10.1109/cvpr.2017.300
10.1109/cvpr.2017.300 · 2017 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2019 · External reference
