Mathematics & Optimization

Knowledge Compilation for Incremental and Checkable Stochastic Boolean Satisfiability IJCAI 2024 Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks NeurIPS 2024 Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024 Label Consistency-based Worker Filtering for Crowdsourcing UAI 2024 Lagrangian inspired polynomial estimator for black-box learning and control of underactuated systems L4DC 2024 Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited ICLR 2024 Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning NeurIPS 2024 Language Modeling Is Compression ICLR 2024 Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis CVPR 2024 Large Language Models as Optimizers ICLR 2024 Large Scale Mapping of Indoor Magnetic Field by Local and Sparse Gaussian Processes CoRL 2024 Large-Scale Multi-Robot Coverage Path Planning via Local Search AAAI 2024 Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization AAAI 2024 Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency COLT 2024 Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities NeurIPS 2024 Latent Gaussian Graphical Models with Golazo Penalty PGM 2024 Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck ICLR 2024 LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024 Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024 Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NeurIPS 2024 Learning-Augmented Algorithms for the Bahncard Problem NeurIPS 2024 Learning-Augmented Algorithms with Explicit Predictors NeurIPS 2024 Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems NeurIPS 2024 Learning-Augmented Dynamic Submodular Maximization NeurIPS 2024 Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem AAAI 2024