Poster

Wed 9:00

Large-scale Optimization of Partial AUC in a Range of False Positive Rates
Yao Yao · Qihang Lin · Tianbao Yang

Poster

Thu 14:00

On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
Xiaotong Yuan · Ping Li

Poster

Tue 9:00

Outlier-Robust Sparse Estimation via Non-Convex Optimization
Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi

Poster

Thu 14:00

The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound
Liam O'Carroll · Vaidehi Srinivas · Aravindan Vijayaraghavan

Poster

Tue 9:00

Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion

Poster

Wed 14:00

The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
Zixin Wen · Yuanzhi Li

Poster

Thu 14:00

Distributed Distributionally Robust Optimization with Non-Convex Objectives
Yang Jiao · Kai Yang · Dongjin Song

Poster

Tue 9:00

Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling
Dmitry Kovalev · Alexander Gasnikov · Peter Richtarik

Poster

Thu 14:00

Using Partial Monotonicity in Submodular Maximization
Loay Mualem · Moran Feldman

Poster

Wed 9:00

Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
Konstantin Mishchenko · Francis Bach · Mathieu Even · Blake Woodworth

Poster

Tue 14:00

Pushing the limits of fairness impossibility: Who's the fairest of them all?
Brian Hsu · Rahul Mazumder · Preetam Nandy · Kinjal Basu

Poster

Thu 9:00

Better SGD using Second-order Momentum
Hoang Tran · Ashok Cutkosky