Optimization

Partial Identification with Proxy of Latent Confoundings via Sum-of-ratios Fractional Programming UAI 2024 Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths AAAI 2024 Performative Control for Linear Dynamical Systems NeurIPS 2024 Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations IJCAI 2024 Policy Mirror Descent with Lookahead NeurIPS 2024 Polynomial-Time Computation of Exact Φ-Equilibria in Polyhedral Games NeurIPS 2024 Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions AAAI 2024 Private Geometric Median NeurIPS 2024 Private Zeroth-Order Nonsmooth Nonconvex Optimization ICLR 2024 Provable Acceleration of Nesterov’s Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks IJCAI 2024 Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling NeurIPS 2024 Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming NSDI 2024 QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024 Quantum algorithm for large-scale market equilibrium computation NeurIPS 2024 Quantum Algorithms for Non-smooth Non-convex Optimization NeurIPS 2024 RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NeurIPS 2024 Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces NeurIPS 2024 Random Smoothing Regularization in Kernel Gradient Descent Learning JMLR 2024 Rectangle Search: An Anytime Beam Search AAAI 2024 Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NeurIPS 2024 Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms ICLR 2024 Revisiting Convergence of AdaGrad with Relaxed Assumptions UAI 2024 Revisiting Sampson Approximations for Geometric Estimation Problems CVPR 2024 Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods ICLR 2024 Rhythm Inference Helping Writing Music Scores IJCAI 2024