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)

MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025 Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment ICLR 2025 Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks ICLR 2025 Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment ICML 2025 Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic ICML 2025 Making Serverless Pay-For-Use a Reality with Leopard NSDI 2025 MallowsPO: Fine-Tune Your LLM with Preference Dispersions ICLR 2025 Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models CVPR 2025 Mamba-Adaptor: State Space Model Adaptor for Visual Recognition CVPR 2025 MambaIC: State Space Models for High-Performance Learned Image Compression CVPR 2025 MambaOut: Do We Really Need Mamba for Vision? CVPR 2025 Mamba-ST: State Space Model for Efficient Style Transfer WACV 2025 Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025 Manifold Fitting under Unbounded Noise JMLR 2025 Many-Objective Multi-Solution Transport ICLR 2025 MAP: Multi-Human-Value Alignment Palette ICLR 2025 Mapping 1,000+ Language Models via the Log-Likelihood Vector ACL 2025 Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models AAAI 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 Marginal Benefit Driven RL Teacher for Unsupervised Environment Design AAAI 2025 Market Making without Regret COLT 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025 Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective NAACL 2025 MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers ICLR 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025