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Theory

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Papers

Test-time Augmentation Improves Efficiency in Conformal Prediction CVPR 2025
Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025
Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry CVPR 2025
Riemannian Optimization for LoRA on the Stiefel Manifold EMNLP 2025
RLMEval: Evaluating Research-Level Neural Theorem Proving EMNLP 2025
Riemannian-Geometric Fingerprints of Generative Models ICCV 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport CVPR 2025
DRM Revisited: A Complete Error Analysis JMLR 2025
Equilibria of the Colonel Blotto Games with Costs AAAI 2025
Constrained Serial Dictatorships Can Be Fair IJCAI 2025
Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams AAAI 2025
A Formal Analysis of Chain-of-Thought Prompting via Turing Reductions AACL 2025
Linear Equations with Min and Max Operators: Computational Complexity AAAI 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
Research Community Perspectives on “Intelligence” and Large Language Models ACL 2025
Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration CVPR 2025
M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025
(1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error AAAI 2025
Assessing the Sensitivity and Alignment of FOL Closeness Metrics EMNLP 2025
Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent AAAI 2025
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025
Is Your LLM Outdated? A Deep Look at Temporal Generalization NAACL 2025
HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation ACL 2025
Instability, Computational Efficiency and Statistical Accuracy JMLR 2025