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Michal Moshkovitz
Michal Moshkovitz
Dirección de correo verificada de mail.tau.ac.il - Página principal
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Explainable k-means and k-medians clustering
M Moshkovitz, S Dasgupta, C Rashtchian, N Frost
International conference on machine learning, 7055-7065, 2020
1662020
ExKMC: Expanding Explainable -Means Clustering
N Frost, M Moshkovitz, C Rashtchian
arXiv preprint arXiv:2006.02399, 2020
672020
Mixing implies lower bounds for space bounded learning
D Moshkovitz, M Moshkovitz
Conference on Learning Theory, 1516-1566, 2017
482017
Framework for evaluating faithfulness of local explanations
S Dasgupta, N Frost, M Moshkovitz
International Conference on Machine Learning, 4794-4815, 2022
392022
Entropy samplers and strong generic lower bounds for space bounded learning
D Moshkovitz, M Moshkovitz
9th Innovations in Theoretical Computer Science Conference (ITCS 2018), 2018
322018
Connecting interpretability and robustness in decision trees through separation
M Moshkovitz, YY Yang, K Chaudhuri
International Conference on Machine Learning, 7839-7849, 2021
232021
Explainable k-means clustering: Theory and practice
S Dasgupta, N Frost, M Moshkovitz, C Rashtchian
XXAI Workshop. ICML, 2020
162020
Mixing complexity and its applications to neural networks
M Moshkovitz, N Tishby
arXiv preprint arXiv:1703.00729, 2017
152017
Principled option learning in Markov decision processes
R Fox, M Moshkovitz, N Tishby
arXiv preprint arXiv:1609.05524, 2016
152016
Towards a combinatorial characterization of bounded-memory learning
A Gonen, S Lovett, M Moshkovitz
Advances in Neural Information Processing Systems 33, 9028-9038, 2020
132020
Unexpected Effects of Online no-Substitution -means Clustering
M Moshkovitz
Algorithmic Learning Theory, 892-930, 2021
8*2021
No-substitution k-means clustering with adversarial order
R Bhattacharjee, M Moshkovitz
Algorithmic Learning Theory, 345-366, 2021
72021
Explainable 𝑘-means and 𝑘-medians clustering
S Dasgupta, N Frost, M Moshkovitz, C Rashtchian
arXiv preprint arXiv:2002.12538, 2020
62020
Mixing implies strong lower bounds for space bounded learning
D Moshkovitz, M Moshkovitz
Electronic Colloquium on Computational Complexity (ECCC) 24 (116), 1-2, 2017
62017
Principal-agent reward shaping in mdps
O Ben-Porat, Y Mansour, M Moshkovitz, B Taitler
Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 9502-9510, 2024
52024
Bounded memory active learning through enriched queries
M Hopkins, D Kane, S Lovett, M Moshkovitz
Conference on Learning Theory, 2358-2387, 2021
52021
A constant approximation algorithm for sequential no-substitution k-median clustering under a random arrival order
T Hess, M Moshkovitz, S Sabato
52021
A general memory-bounded learning algorithm
M Moshkovitz, N Tishby
arXiv preprint arXiv:1712.03524, 2017
52017
XAudit: A Theoretical Look at Auditing with Explanations
C Yadav, M Moshkovitz, K Chaudhuri
arXiv preprint arXiv:2206.04740, 2022
42022
Novel uncertainty framework for deep learning ensembles
T Kachman, M Moshkovitz, M Rosen-Zvi
arXiv preprint arXiv:1904.04917, 2019
42019
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20