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Rakhlin, Alexander
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1

Deep learning: a statistical viewpoint:

Bartlett, Peter L. ; Montanari, Andrea ; Rakhlin, Alexander
Acta Numerica.  30 (2021)  - p. 87-201 , 2021
Link: https://doi.org/10.1017/..
 
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2

ResNet:

, In: Computer-Aided Analysis of Gastrointestinal Videos,
Amaya-Rodriguez, Isabel ; Amaya-Rodriguez, Isabel ; Civit-Masot, Javier... - p. 99-114 , 2021
Link: https://doi.org/10.1007/..
 
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3

Medical Image Segmentation Using Deep Neural Networks with ..:

, In: Advances in Intelligent Systems and Computing; Deep Learning Applications,
Kalinin, Alexandr A. ; Iglovikov, Vladimir I. ; Rakhlin, Alexander. - p. 39-52 , 2020
Link: https://doi.org/10.1007/..
 
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4

Size-independent sample complexity of neural networks:

Shamir, Ohad ; Rakhlin, Alexander ; Golowich, Noah
Information and Inference: A Journal of the IMA.  9 (2020)  2 - p. 473-504 , 2020
Link: https://doi.org/10.1093/..
 
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5

ColocML: machine learning quantifies co-localization betwee..:

Ovchinnikova, Katja ; Stuart, Lachlan ; Rakhlin, Alexander...
Bioinformatics.  36 (2020)  10 - p. 3215-3224 , 2020
Link: https://doi.org/10.1093/..
 
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6

JUST INTERPOLATE: KERNEL "RIDGELESS" REGRESSION CAN GENERAL..:

Liang, Tengyuan ; Rakhlin, Alexander
The Annals of Statistics.  48 (2020)  3 - p. 1329-1347 , 2020
Link: https://www.jstor.org/st..
 
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7

DeepCycle reconstructs a cyclic cell cycle trajectory from ..:

Rappez, Luca ; Rakhlin, Alexander ; Rigopoulos, Angelos..
Molecular Systems Biology.  16 (2020)  10 - p. , 2020
Link: https://doi.org/10.15252..
 
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8

Breast Tumor Cellularity Assessment Using Deep Neural Netwo..:

, In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW),
Rakhlin, Alexander ; Tiulpin, Aleksei ; Shvets, Alexey A.... - p. 371-380 , 2019
Link: https://doi.org/10.1109/..
 
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9

Nonparametric System identification of Stochastic Switched ..:

, In: 2019 IEEE 58th Conference on Decision and Control (CDC),
Sarkar, Tuhin ; Rakhlin, Alexander ; Dahleh, Munther - p. 3623-3628 , 2019
Link: https://doi.org/10.1109/..
 
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10

Paediatric Bone Age Assessment Using Deep Convolutional Neu..:

, In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support; Lecture Notes in Computer Science,
Iglovikov, Vladimir I. ; Rakhlin, Alexander ; Kalinin, Alexandr A.. - p. 300-308 , 2018
Link: https://doi.org/10.1007/..
 
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11

On Detection and Structural Reconstruction of Small-World R..:

Cai, Tony ; Liang, Tengyuan ; Rakhlin, Alexander
IEEE Transactions on Network Science and Engineering.  4 (2017)  3 - p. 165-176 , 2017
Link: https://doi.org/10.1109/..
 
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12

Empirical entropy, minimax regret and minimax risk:

RAKHLIN, ALEXANDER ; SRIDHARAN, KARTHIK ; TSYBAKOV, ALEXANDRE B.
Bernoulli.  23 (2017)  2 - p. 789-824 , 2017
Link: http://www.jstor.org/sta..
 
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13

COMPUTATIONAL AND STATISTICAL BOUNDARIES FOR SUBMATRIX LOCA..:

Cai, T. Tony ; Liang, Tengyuan ; Rakhlin, Alexander
The Annals of Statistics.  45 (2017)  4 - p. 1403-1430 , 2017
Link: https://www.jstor.org/st..
 
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14

GEOMETRIC INFERENCE FOR GENERAL HIGH-DIMENSIONAL LINEAR INV..:

Cai, T. Tony ; Liang, Tengyuan ; Rakhlin, Alexander
The Annals of Statistics.  44 (2016)  4 - p. 1536-1563 , 2016
Link: http://www.jstor.org/sta..
 
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15

Sequential complexities and uniform martingale laws of larg..:

Rakhlin, Alexander ; Sridharan, Karthik ; Tewari, Ambuj
Probability Theory and Related Fields.  161 (2014)  1-2 - p. 111-153 , 2014
Link: https://doi.org/10.1007/..
 
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