Uri Shalit
TitleCited byYear
Large scale online learning of image similarity through ranking
G Chechik, V Sharma, U Shalit, S Bengio
The Journal of Machine Learning Research 11, 1109-1135, 2010
4942010
Deep Kalman Filters
RG Krishnan, U Shalit, D Sontag
arXiv preprint arXiv:1511.05121, 2015
210*2015
Learning representations for counterfactual inference
F Johansson, U Shalit, D Sontag
International Conference on Machine Learning, 3020-3029, 2016
1662016
Structured Inference Networks for Nonlinear State Space Models.
RG Krishnan, U Shalit, D Sontag
AAAI, 2101-2109, 2017
1512017
Estimating individual treatment effect: generalization bounds and algorithms
U Shalit, F Johansson, D Sontag
arXiv preprint arXiv:1606.03976, 2016
1462016
An online algorithm for large scale image similarity learning
G Chechik, V Sharma, U Shalit, S Bengio
Advances in Neural Information Processing Systems 21, 306-314, 2009
1132009
Causal effect inference with deep latent-variable models
C Louizos, U Shalit, JM Mooij, D Sontag, R Zemel, M Welling
Advances in Neural Information Processing Systems, 6446-6456, 2017
1002017
Online Learning in the Embedded Manifold of Low-rank Matrices
U Shalit, D Weinshall, G Chechik
Journal of Machine Learning Research 13, 429-458, 2012
632012
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
V Dorie, J Hill, U Shalit, M Scott, D Cervone
Statistical Science 34 (1), 43-68, 2019
462019
Online learning in the manifold of low-rank matrices
U Shalit, D Weinshall, G Chechik
Advances in neural information processing systems, 2128-2136, 2010
362010
Descending Systems Translate Transient Cortical Commands into a Sustained Muscle Activation Signal
U Shalit, N Zinger, M Joshua, Y Prut
Cerebral Cortex 22 (8), 1904-1914, 2012
322012
Modeling Musical Influence with Topic Models
U Shalit, D Weinshall, G Chechik
Proceedings of the 30th International Conference on Machine Learning (ICML …, 2013
282013
Large scale online learning of image similarity through ranking
G Chechik, V Sharma, U Shalit, S Bengio
Iberian Conference on Pattern Recognition and Image Analysis, 11-14, 2009
282009
Learning Weighted Representations for Generalization Across Designs
FD Johansson, N Kallus, U Shalit, D Sontag
arXiv preprint arXiv:1802.08598, 2018
112018
Learning Sparse Metrics, One Feature at a Time
Y Atzmon, U Shalit, G Chechik
Journal of Machine Learning Research 1, 1-48, 2015
112015
Coordinate-descent for learning orthogonal matrices through Givens rotations
U Shalit, G Chechik
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
112014
Removing Hidden Confounding by Experimental Grounding
N Kallus, AM Puli, U Shalit
Advances in Neural Information Processing Systems, 10888-10897, 2018
102018
FuncISH: learning a functional representation of neural ISH images
N Liscovitch, U Shalit, G Chechik
Bioinformatics 29 (13), i36-i43, 2013
102013
Computation in spinal circuitry: Lessons from behaving primates
R Harel, I Asher, O Cohen, Z Israel, U Shalit, Y Yanai, N Zinger, Y Prut
Behavioural brain research 194 (2), 119-128, 2008
92008
Can we learn individual-level treatment policies from clinical data?
U Shalit
Biostatistics, 2019
32019
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Articles 1–20