Mathematics & Optimization

Local Glivenko-Cantelli COLT 2023 Local Intrinsic Dimensional Entropy AAAI 2023 Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search NeurIPS 2023 Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed! ICML 2023 Locally Regularized Sparse Graph by Fast Proximal Gradient Descent UAI 2023 Local Message Passing on Frustrated Systems UAI 2023 Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields CVPR 2023 Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits ACML 2023 Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games NeurIPS 2023 LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees NeurIPS 2023 Lo-Hi: Practical ML Drug Discovery Benchmark NeurIPS 2023 Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability ICML 2023 Low-complexity Broadband Beampattern Synthesis using Array Response Control Interspeech 2023 Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set ICML 2023 Lower Bounds and Accelerated Algorithms for Bilevel Optimization JMLR 2023 Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models COLT 2023 Lower Bounds on Adaptive Sensing for Matrix Recovery NeurIPS 2023 Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes ICLR 2023 Low-rank matrix recovery with unknown correspondence UAI 2023 Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence JMLR 2023 MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AutoML 2023 Machine learning detects terminal singularities NeurIPS 2023 Machines of Finite Depth: Towards a Formalization of Neural Networks AAAI 2023 Many-body Approximation for Non-negative Tensors NeurIPS 2023 Markov Decision Processes with Time-Varying Geometric Discounting AAAI 2023