conftrace_

bilevel optimization

194 papers

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BO

Co-occurring keywords

stochastic optimization (1060) hyperparameter optimization (406) neural network (6616) gradient descent (1144) reinforcement learning (4352) federated learning (1333) convergence rate (607) implicit differentiation (45) hypergradient estimation (8) variance reduction (523)

Papers

Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020
Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020
MetaPoison: Practical General-purpose Clean-label Data Poisoning NIPS 2020
Learning Linear Programs from Optimal Decisions NIPS 2020
Adversarial Nonnegative Matrix Factorization ICML 2020
Learning to Play Sequential Games versus Unknown Opponents NIPS 2020
On the Global Optimality of Model-Agnostic Meta-Learning ICML 2020
On the Iteration Complexity of Hypergradient Computation ICML 2020
Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost NIPS 2019
Learning Discrete Structures for Graph Neural Networks ICML 2019
MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019
Truncated Back-propagation for Bilevel Optimization AISTATS 2019
A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization RSS 2019
Bilevel learning of the Group Lasso structure NIPS 2018
Bilevel Distance Metric Learning for Robust Image Recognition NIPS 2018
OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016
The Security of Latent Dirichlet Allocation AISTATS 2015
Supervised Sparse Analysis and Synthesis Operators NIPS 2013