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)

3D-GSW: 3D Gaussian Splatting for Robust Watermarking CVPR 2025 3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025 A (1+ε)-Approximation for Ultrametric Embedding in Subquadratic Time AAAI 2025 A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025 A Bayesian Approach to L2 Fluency Ratings by Native and Nonnative Listeners Interspeech 2025 A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints ICML 2025 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets AISTATS 2025 A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection AAAI 2025 A Bregman Proximal Viewpoint on Neural Operators ICML 2025 A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025 A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025 Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties AISTATS 2025 Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity AAAI 2025 Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization ICLR 2025 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerated training through iterative gradient propagation along the residual path ICLR 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport ICLR 2025 Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025 Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025 Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025 Accelerating Diffusion Sampling via Exploiting Local Transition Coherence ICCV 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025