Mathematics

Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023 Feature Adaptation for Sparse Linear Regression NeurIPS 2023 Featured Graph Coarsening with Similarity Guarantees ICML 2023 Filling the population statistics gap: Swiss German reference data on F0 and speech tempo for forensic contexts Interspeech 2023 Find a witness or shatter: the landscape of computable PAC learning. COLT 2023 Finite-Sample Symmetric Mean Estimation with Fisher Information Rate COLT 2023 Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract) IJCAI 2023 Fitting low-rank models on egocentrically sampled partial networks AISTATS 2023 Fitting trees to ℓ_1-hyperbolic distances NeurIPS 2023 Flattened Clos: Designing High-performance Deadlock-free Expander Data Center Networks Using Graph Contraction NSDI 2023 Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023 Frequency Patterns of Individual Speaker Characteristics at Higher and Lower Spectral Ranges Interspeech 2023 From Pseudorandomness to Multi-Group Fairness and Back COLT 2023 From Width-Based Model Checking to Width-Based Automated Theorem Proving AAAI 2023 Frustratingly Easy Truth Discovery AAAI 2023 Fully Computer-Assisted Proofs in Extremal Combinatorics AAAI 2023 Gaussian Differential Privacy on Riemannian Manifolds NeurIPS 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023 Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients ICML 2023 Generalization Guarantees via Algorithm-dependent Rademacher Complexity COLT 2023 Generalized Confidence Constraints AAAI 2023 Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy AISTATS 2023 Generalizing Downsampling from Regular Data to Graphs AAAI 2023 Generalizing Nonlinear ICA Beyond Structural Sparsity NeurIPS 2023