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Publication search results
found 21 matches
- 2024
- Vaneet Aggarwal, Washim Uddin Mondal, Qinbo Bai:
Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms. Found. Trends Optim. 6(4): 193-298 (2024) - Bernhard Jaeger, Andreas Geiger:
An Invitation to Deep Reinforcement Learning. Found. Trends Optim. 7(1): 1-80 (2024) - Guanghui Lan, Alexander Shapiro:
Numerical Methods for Convex Multistage Stochastic Optimization. Found. Trends Optim. 6(2): 63-144 (2024) - Kenneth Lange:
A Tutorial on Hadamard Semidifferentials. Found. Trends Optim. 6(1): 1-62 (2024) - Deming Yuan, Alexandre Proutière, Guodong Shi:
Multi-agent Online Optimization. Found. Trends Optim. 7(2-3): 81-263 (2024) - Yi Zhou, Shaocong Ma:
Stochastic Optimization Methods for Policy Evaluation in Reinforcement Learning. Found. Trends Optim. 6(3): 145-192 (2024) - 2023
- Sungjin Im, Ravi Kumar, Silvio Lattanzi, Benjamin Moseley, Sergei Vassilvitskii:
Massively Parallel Computation: Algorithms and Applications. Found. Trends Optim. 5(4): 340-417 (2023) - 2022
- David B. Brown, James E. Smith:
Information Relaxations and Duality in Stochastic Dynamic Programs: A Review and Tutorial. Found. Trends Optim. 5(3): 246-339 (2022) - 2021
- Changliu Liu, Tomer Arnon, Christopher Lazarus, Christopher A. Strong, Clark W. Barrett, Mykel J. Kochenderfer:
Algorithms for Verifying Deep Neural Networks. Found. Trends Optim. 4(3-4): 244-404 (2021) - Alexandre d'Aspremont, Damien Scieur, Adrien B. Taylor:
Acceleration Methods. Found. Trends Optim. 5(1-2): 1-245 (2021) - 2020
- Ruidi Chen, Ioannis Ch. Paschalidis:
Distributionally Robust Learning. Found. Trends Optim. 4(1-2): 1-243 (2020) - Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander:
Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization. Found. Trends Optim. 3(4): 280-366 (2020) - 2018
- Konstantinos Benidis, Yiyong Feng, Daniel P. Palomar:
Optimization Methods for Financial Index Tracking: From Theory to Practice. Found. Trends Optim. 3(3): 171-279 (2018) - 2017
- Stephen P. Boyd, Enzo Busseti, Steven Diamond, Ronald N. Kahn, Kwangmoo Koh, Peter Nystrup, Jan Speth:
Multi-Period Trading via Convex Optimization. Found. Trends Optim. 3(1): 1-76 (2017) - Dmitriy Drusvyatskiy, Henry Wolkowicz:
The Many Faces of Degeneracy in Conic Optimization. Found. Trends Optim. 3(2): 77-170 (2017) - 2016
- Elad Hazan:
Introduction to Online Convex Optimization. Found. Trends Optim. 2(3-4): 157-325 (2016) - Alex Lemon, Anthony Man-Cho So, Yinyu Ye:
Low-Rank Semidefinite Programming: Theory and Applications. Found. Trends Optim. 2(1-2): 1-156 (2016) - 2015
- Lieven Vandenberghe, Martin S. Andersen:
Chordal Graphs and Semidefinite Optimization. Found. Trends Optim. 1(4): 241-433 (2015) - 2014
- Stephen P. Boyd, Mark T. Müller, Brendan O'Donoghue, Yang Wang:
Performance Bounds and Suboptimal Policies for Multi-Period Investment. Found. Trends Optim. 1(1): 1-72 (2014) - Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd:
Dynamic Network Energy Management via Proximal Message Passing. Found. Trends Optim. 1(2): 73-126 (2014) - Neal Parikh, Stephen P. Boyd:
Proximal Algorithms. Found. Trends Optim. 1(3): 127-239 (2014)
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