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KONTOROVICH, ARYEH
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1

Correction: Efficient Kirszbraun extension with application..:

Zaichyk, Hananel ; Biess, Armin ; Kontorovich, Aryeh.
Mathematical Programming.  , 2024
Link: https://doi.org/10.1007/..
 
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2

Dimension-Free Empirical Entropy Estimation:

Cohen, Doron ; Kontorovich, Aryeh ; Koolyk, Aaron.
IEEE Transactions on Information Theory.  69 (2023)  5 - p. 3190-3202 , 2023
Link: https://doi.org/10.1109/..
 
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3

Tree Density Estimation:

Gyorfi, Laszlo ; Kontorovich, Aryeh ; Weiss, Roi
IEEE Transactions on Information Theory.  69 (2023)  2 - p. 1168-1176 , 2023
Link: https://doi.org/10.1109/..
 
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4

Efficient Kirszbraun extension with applications to regress..:

Zaichyk, Hananel ; Biess, Armin ; Kontorovich, Aryeh.
Mathematical Programming.  , 2023
Link: https://doi.org/10.1007/..
 
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5

Nearest-Neighbor Methods: A Modern Perspective:

, In: Machine Learning for Data Science Handbook,
Kontorovich, Aryeh ; Kpotufe, Samory - p. 75-92 , 2023
Link: https://doi.org/10.1007/..
 
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6

Non-uniform packings:

Gottlieb, Lee-Ad ; Kontorovich, Aryeh
Information Processing Letters.  174 (2022)  - p. 106179 , 2022
Link: https://doi.org/10.1016/..
 
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7

Learning Convex Polyhedra With Margin:

Gottlieb, Lee-Ad ; Kaufman, Eran ; Kontorovich, Aryeh.
IEEE Transactions on Information Theory.  68 (2022)  3 - p. 1976-1984 , 2022
Link: https://doi.org/10.1109/..
 
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8

Apportioned margin approach for cost sensitive large margin..:

Gottlieb, Lee-Ad ; Kaufman, Eran ; Kontorovich, Aryeh
Annals of Mathematics and Artificial Intelligence.  89 (2021)  12 - p. 1215-1235 , 2021
Link: https://doi.org/10.1007/..
 
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9

On biased random walks, corrupted intervals, and learning u..:

Berend, Daniel ; Kontorovich, Aryeh ; Reyzin, Lev.
Annals of Mathematics and Artificial Intelligence.  88 (2020)  8 - p. 887-905 , 2020
Link: https://doi.org/10.1007/..
 
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10

Universal Bayes Consistency in Metric Spaces:

, In: 2020 Information Theory and Applications Workshop (ITA),
Hanneke, Steve ; Kontorovich, Aryeh ; Sabato, Sivan. - p. 1-33 , 2020
Link: https://doi.org/10.1109/..
 
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11

Optimality of SVM: Novel proofs and tighter bounds:

Hanneke, Steve ; Kontorovich, Aryeh
Theoretical Computer Science.  796 (2019)  - p. 99-113 , 2019
Link: https://doi.org/10.1016/..
 
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12

MIXING TIME ESTIMATION IN REVERSIBLE MARKOV CHAINS FROM A S..:

Hsu, Daniel ; Kontorovich, Aryeh ; Levin, David A....
The Annals of Applied Probability.  29 (2019)  4 - p. 2439-2480 , 2019
Link: https://www.jstor.org/st..
 
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13

EXACT LOWER BOUNDS FOR THE AGNOSTIC PROBABLY-APPROXIMATELY-..:

Kontorovich, Aryeh ; Pinelis, Iosif
The Annals of Statistics.  47 (2019)  5 - p. 2822-2854 , 2019
Link: https://www.jstor.org/st..
 
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14

The Expected Missing Mass under an Entropy Constraint:

Berend, Daniel ; Kontorovich, Aryeh ; Zagdanski, Gil
Entropy.  19 (2017)  7 - p. 315 , 2017
Link: https://doi.org/10.3390/..
 
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15

Efficient Regression in Metric Spaces via Approximate Lipsc..:

Gottlieb, Lee-Ad ; Kontorovich, Aryeh ; Krauthgamer, Robert
IEEE Transactions on Information Theory.  63 (2017)  8 - p. 4838-4849 , 2017
Link: https://doi.org/10.1109/..
 
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