Mathematics & Optimization
19,283 papers (0 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
1
2
8
13
8
24
100
100
125
139
182
227
311
530
574
599
676
880
1,053
1,491
1,739
1,880
1,904
2,070
2,345
1,785
517
2000
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'25
Papers (including subtopics)
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
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 Statistical Complexity of Offline Decision-Making
ICML 2024
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation
AISTATS 2024
On the Structural Hardness of Answer Set Programming: Can Structure Efficiently Confine the Power of Disjunctions?
AAAI 2024
On the Tractability of SHAP Explanations under Markovian Distributions
ICML 2024
On the Unlikelihood of D-Separation
PGM 2024
On the Unstable Convergence Regime of Gradient Descent
AAAI 2024
On Unbiased Estimation for Partially Observed Diffusions
JMLR 2024
On Universally Optimal Algorithms for A/B Testing
ICML 2024
On Weak Regret Analysis for Dueling Bandits
NeurIPS 2024
OPEL: Optimal Transport Guided ProcedurE Learning
NeurIPS 2024
OpenBox: A Python Toolkit for Generalized Black-box Optimization
JMLR 2024
Open Problem: Anytime Convergence Rate of Gradient Descent
COLT 2024
Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization
COLT 2024
Open problem: Convergence of single-timescale mean-field Langevin descent-ascent for two-player zero-sum games
COLT 2024
Open problem: Direct Sums in Learning Theory
COLT 2024
Open Problem: Tight Characterization of Instance-Optimal Identity Testing
COLT 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
AAAI 2024
OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations
NeurIPS 2024
OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision
WACV 2024
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
ICML 2024
Optimal Algorithms for Augmented Testing of Discrete Distributions
NeurIPS 2024
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
NeurIPS 2024