Nadav Hallak
Nadav Hallak
Verified email at technion.ac.il - Homepage
Title
Cited by
Cited by
Year
On the minimization over sparse symmetric sets: projections, optimality conditions, and algorithms
A Beck, N Hallak
Mathematics of Operations Research 41 (1), 196-223, 2016
402016
Proximal mapping for symmetric penalty and sparsity
A Beck, N Hallak
SIAM Journal on Optimization 28 (1), 496-527, 2018
182018
On the convergence to stationary points of deterministic and randomized feasible descent directions methods
A Beck, N Hallak
SIAM Journal on Optimization 30 (1), 56-79, 2020
92020
Optimization problems involving group sparsity terms
A Beck, N Hallak
Mathematical Programming 178 (1-2), 39-67, 2019
82019
On the minimization over sparse symmetric sets
A Beck, N Hallak
Optimisation Online repository, 2014
72014
Regret minimization in stochastic non-convex learning via a proximal-gradient approach
N Hallak, P Mertikopoulos, V Cevher
arXiv preprint arXiv:2010.06250, 2020
12020
On the almost sure convergence of stochastic gradient descent in non-convex problems
P Mertikopoulos, N Hallak, A Kavis, V Cevher
Advances in Neural Information Processing Systems 33, 2020
12020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks
F Latorre, P Rolland, N Hallak, V Cevher
International Conference on Machine Learning, 5651-5661, 2020
2020
Finding Second-Order Stationary Points in Constrained Minimization: A Feasible Direction Approach
N Hallak, M Teboulle
Journal of Optimization Theory and Applications 186 (2), 480-503, 2020
2020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks
FL Gómez, P Rolland, N Hallak, V Cevher
2020
A non-Euclidean gradient descent method with sketching for unconstrained matrix minimization
N Hallak, M Teboulle
Operations Research Letters 47 (5), 421-426, 2019
2019
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Articles 1–11