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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Nested Bandits ICML 2022
Closed-Form Diffeomorphic Transformations for Time Series Alignment ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Modular Conformal Calibration ICML 2022
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features ICML 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022
Stochastic Rising Bandits ICML 2022
Distribution Regression with Sliced Wasserstein Kernels ICML 2022
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! ICML 2022
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions ICML 2022
Invariant Ancestry Search ICML 2022
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
Power-Law Escape Rate of SGD ICML 2022
Rethinking Fano’s Inequality in Ensemble Learning ICML 2022
Universal and data-adaptive algorithms for model selection in linear contextual bandits ICML 2022
Tight and Robust Private Mean Estimation with Few Users ICML 2022
Multi-Task Learning as a Bargaining Game ICML 2022
Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022
Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering ICML 2022
A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022
On Learning Mixture of Linear Regressions in the Non-Realizable Setting ICML 2022