Optimization
17,731 papers
Papers per year
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64
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92
117
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377
337
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415
546
768
1,185
1,385
1,651
1,697
2,026
2,683
2,825
673
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Papers
On the Effects of Fairness to Adversarial Vulnerability
IJCAI 2024
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning
ICLR 2024
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback
ICLR 2024
On the Hyperparameters in Stochastic Gradient Descent with Momentum
JMLR 2024
On the Impact of Calibration Data in Post-training Quantization and Pruning
ACL 2024
On the Last-Iterate Convergence of Shuffling Gradient Methods
ICML 2024
On the Maximal Local Disparity of Fairness-Aware Classifiers
ICML 2024
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games
NeurIPS 2024
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
ICLR 2024
On The Performance of EMA-synchronized Speech and Stand-alone Speech in Acoustic-to-articulatory Inversion
Interspeech 2024
On the Power of Small-size Graph Neural Networks for Linear Programming
NeurIPS 2024
On the Robustness of Editing Large Language Models
EMNLP 2024
On the Role of Attention Masks and LayerNorm in Transformers
NeurIPS 2024
On the Role of Server Momentum in Federated Learning
AAAI 2024
On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks
ICLR 2024
On the Second-Order Convergence of Biased Policy Gradient Algorithms
ICML 2024
On the Stability and Generalization of Meta-Learning
NeurIPS 2024
On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation
ICML 2024
On the Unstable Convergence Regime of Gradient Descent
AAAI 2024
On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks
ICLR 2024
On the Weight Dynamics of Deep Normalized Networks
ICML 2024
On Tractable Φ-Equilibria in Non-Concave Games
NeurIPS 2024
On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective
ICML 2024
OpenBox: A Python Toolkit for Generalized Black-box Optimization
JMLR 2024
Open Problem: Anytime Convergence Rate of Gradient Descent
COLT 2024