Theory

Faithful Model Evaluation for Model-Based Metrics EMNLP 2023 Faithfulness Tests for Natural Language Explanations ACL 2023 Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics JMLR 2023 Feature Interactions Reveal Linguistic Structure in Language Models ACL 2023 Feature-Learning Networks Are Consistent Across Widths At Realistic Scales NeurIPS 2023 Federated Online and Bandit Convex Optimization ICML 2023 FERMAT: An Alternative to Accuracy for Numerical Reasoning ACL 2023 Find a witness or shatter: the landscape of computable PAC learning. COLT 2023 FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN ACL 2023 Finding the Global Semantic Representation in GAN through Fréchet Mean ICLR 2023 Fine-grained Expressivity of Graph Neural Networks NeurIPS 2023 Finite-Time Analysis of Single-Timescale Actor-Critic NeurIPS 2023 First-Choice Maximality Meets Ex-ante and Ex-post Fairness IJCAI 2023 First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains ICLR 2023 FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score EMNLP 2023 Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023 Formalising the Robustness of Counterfactual Explanations for Neural Networks AAAI 2023 Formalizing locality for normative synaptic plasticity models NeurIPS 2023 Formally Verified Solution Methods for Markov Decision Processes AAAI 2023 Formulating Discrete Probability Flow Through Optimal Transport NeurIPS 2023 Fourier Neural Operator with Learned Deformations for PDEs on General Geometries JMLR 2023 FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation ICML 2023 Free Energy of Bayesian Convolutional Neural Network with Skip Connection ACML 2023 Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023 From Interval to Ordinal: A HMM based Approach for Emotion Label Conversion Interspeech 2023