Theory

Fantastic Generalization Measures are Nowhere to be Found ICLR 2024 Fast Equilibrium of SGD in Generic Situations ICLR 2024 Faster Recalibration of an Online Predictor via Approachability AISTATS 2024 Fat-Shattering Dimension of k-fold Aggregations JMLR 2024 Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation ACL 2024 Feature Collapse ICLR 2024 Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024 Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages NAACL 2024 FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN ACL 2024 Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization IJCAI 2024 Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning L4DC 2024 Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation ICLR 2024 Fixed points of nonnegative neural networks JMLR 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Forced Exploration in Bandit Problems AAAI 2024 Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024 Formal Verification of Parameterised Neural-symbolic Multi-agent Systems IJCAI 2024 Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024 Foundations of Reactive Synthesis for Declarative Process Specifications AAAI 2024 From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024 From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach NeurIPS 2024 Fundamental Convergence Analysis of Sharpness-Aware Minimization NeurIPS 2024 G^2N^2 : Weisfeiler and Lehman go grammatical ICLR 2024 GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024 Generalising Planning Environment Redesign AAAI 2024