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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

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52
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828
3,646
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2000
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Papers (including subtopics)

Verti-Bench: A General and Scalable Off-Road Mobility Benchmark for Vertically Challenging Terrain RSS 2025 Vertical Federated Learning with Missing Features During Training and Inference ICLR 2025 VFOSA: Variance-Reduced Fast Operator Splitting Algorithms for Generalized Equations JMLR 2025 VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025 Vicomtech@WMT 2025: Evolutionary Model Compression for Machine Translation EMNLP 2025 VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025 Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025 VideoPhy: Evaluating Physical Commonsense for Video Generation ICLR 2025 Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025 Video Summarization Using Denoising Diffusion Probabilistic Model AAAI 2025 Video-T1: Test-time Scaling for Video Generation ICCV 2025 VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension ACL 2025 ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025 VinePPO: Refining Credit Assignment in RL Training of LLMs ICML 2025 Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025 Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models ACL 2025 Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models ICLR 2025 Visual Self-Refinement for Autoregressive Models EMNLP 2025 Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves ICCV 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025 VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025 VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model EMNLP 2025 Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning ICML 2025