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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)

SSRGD: Simple Stochastic Recursive Gradient Descent for Escaping Saddle Points NIPS 2019
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback NIPS 2019
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints NIPS 2019
Fast Parallel Algorithms for Statistical Subset Selection Problems NIPS 2019
Estimating Convergence of Markov chains with L-Lag Couplings NIPS 2019
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium NIPS 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems NIPS 2019
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions NIPS 2019
Practical Differentially Private Top-k Selection with Pay-what-you-get Composition NIPS 2019
A Communication Efficient Stochastic Multi-Block Alternating Direction Method of Multipliers NIPS 2019
Distributed estimation of the inverse Hessian by determinantal averaging NIPS 2019
muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking NIPS 2019
Average Case Column Subset Selection for Entrywise $\ell_1$-Norm Loss NIPS 2019
No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NIPS 2019
Elliptical Perturbations for Differential Privacy NIPS 2019
Inherent Tradeoffs in Learning Fair Representations NIPS 2019
Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NIPS 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation NIPS 2019
Don't take it lightly: Phasing optical random projections with unknown operators NIPS 2019
Visualizing the PHATE of Neural Networks NIPS 2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NIPS 2019
Ultrametric Fitting by Gradient Descent NIPS 2019
Expressive power of tensor-network factorizations for probabilistic modeling NIPS 2019
Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NIPS 2019