Nadav Hallak

发表

Efficient Proximal Mapping of the 1-path-norm of Shallow Networks pdf

Volkan Cevher, Fabian Latorre, Paul Rolland, 2020, ICML.

Finding Second-Order Stationary Points in Constrained Minimization: A Feasible Direction Approach

Marc Teboulle, Nadav Hallak, M. Teboulle, 2020, Journal of Optimization Theory and Applications.

Proximal Mapping for Symmetric Penalty and Sparsity

Nadav Hallak, Amir Beck, A. Beck, 2018, SIAM J. Optim..

Optimization problems involving group sparsity terms

Nadav Hallak, Amir Beck, A. Beck, 2019, Math. Program..

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems pdf

Volkan Cevher, Nadav Hallak, Panayotis Mertikopoulos, 2020, NeurIPS.

On the Convergence to Stationary Points of Deterministic and Randomized Feasible Descent Directions Methods

Nadav Hallak, Amir Beck, A. Beck, 2020, SIAM J. Optim..

A non-Euclidean gradient descent method with sketching for unconstrained matrix minimization

Marc Teboulle, Nadav Hallak, M. Teboulle, 2019, Oper. Res. Lett..

On the Minimization Over Sparse Symmetric Sets: Projections, Optimality Conditions, and Algorithms

Nadav Hallak, Amir Beck, A. Beck, 2016, Math. Oper. Res..

Regret minimization in stochastic non-convex learning via a proximal-gradient approach pdf

Nadav Hallak, Panayotis Mertikopoulos, Volkan Cevher, 2020, ICML.

A Dynamic Alternating Direction of Multipliers for Nonconvex Minimization with Nonlinear Functional Equality Constraints

Marc Teboulle, Nadav Hallak, Eyal Cohen, 2021, Journal of Optimization Theory and Applications.