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Mathematics

6,356 papers (9 classified directly here)

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Papers (including subtopics)

Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025 An And-Sum Circuit with Signed Edges That Is More Succinct than SDD AAAI 2025 An Asymmetric Independence Model for Causal Discovery on Path Spaces CLeaR 2025 Anchor Search: A Unified Framework for Suboptimal Bidirectional Search AAAI 2025 An Efficient Core-Guided Solver for Weighted Partial MaxSAT IJCAI 2025 An Empirical Study of Language Syllabification using Syllabary and Lexical Networks NAACL 2025 An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning ICML 2025 An Extension-Based Argument-Ranking Semantics: Social Rankings in Abstract Argumentation AAAI 2025 An Instrumental Value for Data Production and its Application to Data Pricing ICML 2025 A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations ICML 2025 An Online Adaptive Sampling Algorithm for Stochastic Difference-of-convex Optimization with Time-varying Distributions ICML 2025 An Online Statistical Framework for Out-of-Distribution Detection ICML 2025 A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem IJCAI 2025 Approximate Differential Privacy of the ℓ_2 Mechanism ICML 2025 Approximating Metric Magnitude of Point Sets AAAI 2025 Approximating Optimal Labelings for Temporal Connectivity AAAI 2025 Approximating the Total Variation Distance between Gaussians AISTATS 2025 Approximating the total variation distance between spin systems COLT 2025 A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025 A Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models COLT 2025 A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation JMLR 2025 A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities AISTATS 2025 Are all models wrong? Fundamental limits in distribution-free empirical model falsification COLT 2025 A Reduction-Based Algorithm for the Clique Interdiction Problem IJCAI 2025