Mathematics & Optimization

Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability NeurIPS 2022 Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022 Extended Goal Recognition Design with First-Order Computation Tree Logic AAAI 2022 Extensions to the Proximal Distance Method of Constrained Optimization JMLR 2022 Extracting Triangular 3D Models, Materials, and Lighting From Images CVPR 2022 Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity AISTATS 2022 Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods NeurIPS 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 Fair and Efficient Allocations of Chores under Bivalued Preferences AAAI 2022 Fair and Truthful Giveaway Lotteries AAAI 2022 Fair Disaster Containment via Graph-Cut Problems AISTATS 2022 Fair Division of Indivisible Goods: A Survey IJCAI 2022 FairFoody: Bringing In Fairness in Food Delivery AAAI 2022 Fair, Individually Rational and Cheap Adjustment IJCAI 2022 Fast, Accurate and Memory-Efficient Partial Permutation Synchronization CVPR 2022 Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022 Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022 Fast Algorithms for Packing Proportional Fairness and its Dual NeurIPS 2022 Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022 Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold AAAI 2022