conftrace_
← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
154
'05
'10
'15
'20
'25

Papers

Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021
Making transport more robust and interpretable by moving data through a small number of anchor points ICML 2021
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021
Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport ICML 2021
Learning Stochastic Behaviour from Aggregate Data ICML 2021
KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning ICML 2021
Outlier-Robust Optimal Transport ICML 2021
Oblivious Sketching for Logistic Regression ICML 2021
Value-at-Risk Optimization with Gaussian Processes ICML 2021
Homomorphic Sensing: Sparsity and Noise ICML 2021
Dueling Convex Optimization ICML 2021
Low-Rank Sinkhorn Factorization ICML 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
A Precise Performance Analysis of Support Vector Regression ICML 2021
Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021
Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums ICML 2021
Oblivious Sketching-based Central Path Method for Linear Programming ICML 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts ICML 2021
Moreau-Yosida $f$-divergences ICML 2021
Fast Projection Onto Convex Smooth Constraints ICML 2021
Principal Component Hierarchy for Sparse Quadratic Programs ICML 2021
Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss ICML 2021
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021
Deep Generative Learning via Schrödinger Bridge ICML 2021
A Modular Analysis of Provable Acceleration via Polyak’s Momentum: Training a Wide ReLU Network and a Deep Linear Network ICML 2021