Nadav Hallak
Orcid: 0000-0002-0045-6636
According to our database1,
Nadav Hallak
authored at least 12 papers
between 2016 and 2024.
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Bibliography
2024
SIAM J. Optim., March, 2024
2022
Oper. Res. Lett., 2022
A Dynamic Alternating Direction of Multipliers for Nonconvex Minimization with Nonlinear Functional Equality Constraints.
J. Optim. Theory Appl., 2022
2021
Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
On the Convergence to Stationary Points of Deterministic and Randomized Feasible Descent Directions Methods.
SIAM J. Optim., 2020
Finding Second-Order Stationary Points in Constrained Minimization: A Feasible Direction Approach.
J. Optim. Theory Appl., 2020
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
A non-Euclidean gradient descent method with sketching for unconstrained matrix minimization.
Oper. Res. Lett., 2019
2018
2016
On the Minimization Over Sparse Symmetric Sets: Projections, Optimality Conditions, and Algorithms.
Math. Oper. Res., 2016