Mathematics & Optimization

Joint Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2022 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022 Joint Inference of Multiple Graphs from Matrix Polynomials JMLR 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU Interspeech 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022 Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022 Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 Katra: Realtime Verification for Multilayer Networks NSDI 2022 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Kernel interpolation in Sobolev spaces is not consistent in low dimensions COLT 2022 Kernelized multi-graph matching ACML 2022 Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022 Kernel Methods for Radial Transformed Compositional Data with Many Zeros ICML 2022 Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations JMLR 2022 Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022 k-experts - Online Policies and Fundamental Limits AISTATS 2022 Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022 Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NeurIPS 2022 Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots ICML 2022 KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022 KoPA: Automated Kronecker Product Approximation JMLR 2022 k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022 Lagrangian manifold Monte Carlo on Monge patches AISTATS 2022