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Lacotte, Jonathan
19  results:
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1

Adaptive and Oblivious Randomized Subspace Methods for High..:

Lacotte, Jonathan ; Pilanci, Mert
IEEE Transactions on Information Theory.  68 (2022)  5 - p. 3281-3303 , 2022
Link: https://doi.org/10.1109/..
 
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2

A Risk-Sensitive Finite-Time Reachability Approach for Safe..:

, In: 2019 American Control Conference (ACC),
Chapman, Margaret P. ; Lacotte, Jonathan ; Tamar, Aviv... - p. 2958-2963 , 2019
Link: https://doi.org/10.23919..
 
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3

Risk-sensitive inverse reinforcement learning via semi- and..:

Singh, Sumeet ; Lacotte, Jonathan ; Majumdar, Anirudha.
The International Journal of Robotics Research.  37 (2018)  13-14 - p. 1713-1740 , 2018
Link: https://doi.org/10.1177/..
 
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4

Globally Optimal Training of Neural Networks with Threshold..:

Ergen, Tolga ; Gulluk, Halil Ibrahim ; Lacotte, Jonathan.
http://arxiv.org/abs/2303.03382.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

Fast Convex Quadratic Optimization Solvers with Adaptive Sk..:

Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/2104.14101.  , 2021
Link: http://arxiv.org/abs/210..
 
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6

Newton-LESS: Sparsification without Trade-offs for the Sket..:

Dereziński, Michał ; Lacotte, Jonathan ; Pilanci, Mert.
http://arxiv.org/abs/2107.07480.  , 2021
Link: http://arxiv.org/abs/210..
 
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7

Adaptive Newton Sketch: Linear-time Optimization with Quadr..:

Lacotte, Jonathan ; Wang, Yifei ; Pilanci, Mert
http://arxiv.org/abs/2105.07291.  , 2021
Link: http://arxiv.org/abs/210..
 
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8

Optimal Iterative Sketching with the Subsampled Randomized ..:

Lacotte, Jonathan ; Liu, Sifan ; Dobriban, Edgar.
http://arxiv.org/abs/2002.00864.  , 2020
Link: http://arxiv.org/abs/200..
 
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9

The Hidden Convex Optimization Landscape of Two-Layer ReLU ..:

Wang, Yifei ; Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/2006.05900.  , 2020
Link: http://arxiv.org/abs/200..
 
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10

Effective Dimension Adaptive Sketching Methods for Faster R..:

Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/2006.05874.  , 2020
Link: http://arxiv.org/abs/200..
 
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11

Adaptive and Oblivious Randomized Subspace Methods for High..:

Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/2012.07054.  , 2020
Link: http://arxiv.org/abs/201..
 
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12

Optimal Randomized First-Order Methods for Least-Squares Pr..:

Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/2002.09488.  , 2020
Link: http://arxiv.org/abs/200..
 
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13

A Risk-Sensitive Finite-Time Reachability Approach for Safe..:

Chapman, Margaret P ; Lacotte, Jonathan ; Tamar, Aviv...
http://arxiv.org/abs/1902.11277.  , 2019
Link: http://arxiv.org/abs/190..
 
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14

Faster Least Squares Optimization:

Lacotte, Jonathan ; Pilanci, Mert
http://arxiv.org/abs/1911.02675.  , 2019
Link: http://arxiv.org/abs/191..
 
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15

High-Dimensional Optimization in Adaptive Random Subspaces:

Lacotte, Jonathan ; Pilanci, Mert ; Pavone, Marco
http://arxiv.org/abs/1906.11809.  , 2019
Link: http://arxiv.org/abs/190..
 
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