Theory

Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024 Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024 Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes NeurIPS 2024 Weaker MVI Condition: Extragradient Methods with Multi-Step Exploration ICLR 2024 Weak Supervision Performance Evaluation via Partial Identification NeurIPS 2024 Weight decay induces low-rank attention layers NeurIPS 2024 What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024 What does guidance do? A fine-grained analysis in a simple setting NeurIPS 2024 What Drives Performance in Multilingual Language Models? NAACL 2024 What Is Best for Students, Numerical Scores or Letter Grades? IJCAI 2024 What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks NeurIPS 2024 What Makes Models Compositional? A Theoretical View IJCAI 2024 When is a Language Process a Language Model? ACL 2024 When Is Inductive Inference Possible? NeurIPS 2024 When Semantic Segmentation Meets Frequency Aliasing ICLR 2024 When the Misidentified Adverbial Phrase Functions as a Complement EMNLP 2024 Where is the signal in tokenization space? EMNLP 2024 Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs ICLR 2024 Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024 WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024 Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024 H-Consistency Bounds: Characterization and Extensions NeurIPS 2023 H-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023 ε-fractional core stability in Hedonic Games. NeurIPS 2023 A 5-Point Minimal Solver for Event Camera Relative Motion Estimation ICCV 2023