Uri Shaham

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Learning by coincidence: Siamese networks and common variable learning

Uri Shaham, Roy R. Lederman, Uri Shaham, 2018, Pattern Recognit..

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

Uri Shaham, Jared L Katzman, Alexander Cloninger, 2016, BMC Medical Research Methodology.

Differentiable Unsupervised Feature Selection based on a Gated Laplacian.

Uri Shaham, Yuval Kluger, Ofir Lindenbaum, 2020 .

Provable approximation properties for deep neural networks pdf

Alexander Cloninger, Ronald R. Coifman, Uri Shaham, 2015, ArXiv.

Batch Effect Removal via Batch-Free Encoding

Uri Shaham, Uri Shaham, 2018, bioRxiv.

Neural Machine Translation without Embeddings pdf

Omer Levy, Uri Shaham, Omer Levy, 2020, NAACL.

DeepCyTOF: Automated Cell Classification of Mass Cytometry Data by Deep Learning and Domain Adaptation

Yi Yao, Uri Shaham, Yuval Kluger, 2016 .

Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks pdf

Uri Shaham, Fred Warner, Harlan M. Krumholz, 2018, ArXiv.

SpectralNet: Spectral Clustering using Deep Neural Networks pdf

Ronen Basri, Uri Shaham, Yuval Kluger, 2018, ICLR.

Gating mass cytometry data by deep learning

Yi Yao, Uri Shaham, Yuval Kluger, 2016, bioRxiv.

Understanding adversarial training: Increasing local stability of supervised models through robust optimization

Uri Shaham, Yutaro Yamada, Sahand Negahban, 2015, Neurocomputing.

Classification using Normalized Compression Distance

Yael Edan, Uri Shaham, 2008, Artificial Intelligence and Pattern Recognition.

Let the Data Choose its Features: Differentiable Unsupervised Feature Selection pdf

Uri Shaham, Yuval Kluger, Ofir Lindenbaum, 2020, ArXiv.

Diffusion Nets pdf

Alexander Cloninger, Israel Cohen, Uri Shaham, 2015, Applied and Computational Harmonic Analysis.

Removal of batch effects using distribution‐matching residual networks

Jun Zhao, Uri Shaham, Yuval Kluger, 2016, Bioinform..

Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization pdf

Uri Shaham, Yutaro Yamada, Sahand Negahban, 2015, ArXiv.

Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks pdf

Uri Shaham, Roy R. Lederman, Uri Shaham, 2015, ArXiv.

Learning to Ask Medical Questions using Reinforcement Learning

Uri Shaham, Cesar Caraballo, Shiwani Mahajan, 2020, MLHC.

A Deep Learning Approach to Unsupervised Ensemble Learning pdf

Uri Shaham, Yuval Kluger, Boaz Nadler, 2016, ICML.

Defending against Adversarial Images using Basis Functions Transformations pdf

Alexander Cloninger, Uri Shaham, Yuval Kluger, 2018, ArXiv.

Gating mass cytometry data by deep learning

Uri Shaham, Yuval Kluger, Yi Yao, 2017 .

Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities pdf

Uri Shaham, Jonathan Svirsky, 2020, ArXiv.

Single Independent Component Recovery and Applications pdf

Uri Shaham, Ronen Talmon, Jonathan Svirsky, 2021, ArXiv.

Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features pdf

Uri Shaham, Ofir Lindenbaum, Yuval Kluger, 2021, Neural Networks.

Common Variable Discovery and Invariant Representation Learning using Artificial Neural Networks

Uri Shaham, Roy R. Lederman, Uri Shaham, 2015 .

Stochastic Neighbor Embedding separates well-separated clusters

Uri Shaham, Stefan Steinerberger, Uri Shaham, 2017, 1702.02670.