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Hallak, Nadav
21  results:
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1

A Path-Based Approach to Constrained Sparse Optimization:

Hallak, Nadav
SIAM Journal on Optimization.  34 (2024)  1 - p. 790-816 , 2024
Link: https://doi.org/10.1137/..
 
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2

The regularized feasible directions method for nonconvex op..:

Beck, Amir ; Hallak, Nadav
Operations Research Letters.  50 (2022)  5 - p. 517-523 , 2022
Link: https://doi.org/10.1016/..
 
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3

A Dynamic Alternating Direction of Multipliers for Nonconve..:

Cohen, Eyal ; Hallak, Nadav ; Teboulle, Marc
Journal of Optimization Theory and Applications.  193 (2021)  1-3 - p. 324-353 , 2021
Link: https://doi.org/10.1007/..
 
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4

Finding Second-Order Stationary Points in Constrained Minim..:

Hallak, Nadav ; Teboulle, Marc
Journal of Optimization Theory and Applications.  186 (2020)  2 - p. 480-503 , 2020
Link: https://doi.org/10.1007/..
 
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5

On the Convergence to Stationary Points of Deterministic an..:

Beck, Amir ; Hallak, Nadav
SIAM Journal on Optimization.  30 (2020)  1 - p. 56-79 , 2020
Link: https://doi.org/10.1137/..
 
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6

A non-Euclidean gradient descent method with sketching for ..:

Hallak, Nadav ; Teboulle, Marc
Operations Research Letters.  47 (2019)  5 - p. 421-426 , 2019
Link: https://doi.org/10.1016/..
 
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7

Proximal Mapping for Symmetric Penalty and Sparsity:

Beck, Amir ; Hallak, Nadav
SIAM Journal on Optimization.  28 (2018)  1 - p. 496-527 , 2018
Link: https://doi.org/10.1137/..
 
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8

Optimization problems involving group sparsity terms:

Beck, Amir ; Hallak, Nadav
Mathematical Programming.  178 (2018)  1-2 - p. 39-67 , 2018
Link: https://doi.org/10.1007/..
 
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9

On the Minimization Over Sparse Symmetric Sets: Projections..:

Beck, Amir ; Hallak, Nadav
Mathematics of Operations Research.  41 (2016)  1 - p. 196-223 , 2016
Link: http://www.jstor.org/sta..
 
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10

An Augmented Lagrangian Approach for Problems With Random M..:

Greenstein, Dan ; Hallak, Nadav
http://arxiv.org/abs/2305.01055.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

Regret minimization in stochastic non-convex learning via a..:

Hallak, Nadav ; Mertikopoulos, Panayotis ; Cevher, Volkan
hal-03043872.  , 2021
Link: https://hal.archives-ouv..
 
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12

Regret minimization in stochastic non-convex learning via a..:

Hallak, Nadav ; Mertikopoulos, Panayotis ; Cevher, Volkan
hal-03043872.  , 2021
Link: https://hal.science/hal-..
 
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13

Regret minimization in stochastic non-convex learning via a..:

Hallak, Nadav ; Mertikopoulos, Panayotis ; Cevher, Volkan
hal-03043872.  , 2021
Link: https://hal.science/hal-..
 
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14

Regret minimization in stochastic non-convex learning via a..:

Hallak, Nadav ; Mertikopoulos, Panayotis ; Cevher, Volkan
http://arxiv.org/abs/2010.06250.  , 2020
Link: http://arxiv.org/abs/201..
 
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15

On the almost sure convergence of stochastic gradient desce..:

Mertikopoulos, Panayotis ; Hallak, Nadav ; Kavis, Ali.
hal-03043771.  , 2020
Link: https://inria.hal.scienc..
 
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