Skip to content
conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding AAAI 2025 EvolKV: Evolutionary KV Cache Compression for LLM Inference EMNLP 2025 Evolutionary Algorithms Are Significantly More Robust to Noise When They Ignore It IJCAI 2025 Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration ICML 2025 Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EvoPress: Accurate Dynamic Model Compression via Evolutionary Search ICML 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 Exact Algorithms and Lower Bounds for Forming Coalitions of Constrained Maximum Size AAAI 2025 Exact Certification of (Graph) Neural Networks Against Label Poisoning ICLR 2025 Exact Community Recovery under Side Information: Optimality of Spectral Algorithms ICLR 2025 Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence ICML 2025 Exact Recovery of Sparse Binary Vectors from Generalized Linear Measurements ICML 2025 Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects ICML 2025 Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 Existence of Adversarial Examples for Random Convolutional Networks via Isoperimetric Inequalities on SO(d) COLT 2025 Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025 Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025 Expected Sliced Transport Plans ICLR 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Experimental Design for Semiparametric Bandits COLT 2025 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025