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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
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'25

Papers (including subtopics)

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction ACL 2025 ReMamba: Equip Mamba with Effective Long-Sequence Modeling EMNLP 2025 Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy ICCV 2025 Remove Symmetries to Control Model Expressivity and Improve Optimization ICLR 2025 RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds CVPR 2025 Rényi Neural Processes ICML 2025 REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment ICCV 2025 REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025 Replicating Electoral Success AAAI 2025 Replication-proof Bandit Mechanism Design with Bayesian Agents AAAI 2025 RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts ICML 2025 Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning ICCV 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025 Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions ICML 2025 Representative Language Generation ICML 2025 ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025 ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation ACL 2025 ReproHum #0729-04: Human Evaluation Reproduction Report for “MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes” ACL 2025 ReproHum #0729-04: Partial reproduction of the human evaluation of the MemSum and NeuSum summarisation systems ACL 2025 Repulsive Latent Score Distillation for Solving Inverse Problems ICLR 2025 Research Community Perspectives on “Intelligence” and Large Language Models ACL 2025 ResFormer: All-Time Reservoir Memory for Long Sequence Classification EMNLP 2025 RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025 ReSi: A Comprehensive Benchmark for Representational Similarity Measures ICLR 2025 Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs ICLR 2025