Understanding adversarial training: Increasing local stability of supervised models through robust optimization von Shaham, Uri, Yamada, Yutaro, Negahban, Sahand

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DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network von Katzman, Jared L, Shaham, Uri, Cloninger, Alexander, Bates, Jonathan, Jiang, Tingting, Kluger, Yuval

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Efficient Long-Text Understanding with Short-Text Models von Ivgi, Maor, Shaham, Uri, Berant, Jonathan

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Learning by coincidence: Siamese networks and common variable learning von Shaham, Uri, Lederman, Roy R.

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Removal of batch effects using distribution-matching residual networks von Shaham, Uri, Stanton, Kelly P, Zhao, Jun, Li, Huamin, Raddassi, Khadir, Montgomery, Ruth, Kluger, Yuval

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Gating mass cytometry data by deep learning von Li, Huamin, Shaham, Uri, Stanton, Kelly P, Yao, Yi, Montgomery, Ruth R, Kluger, Yuval

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Provable approximation properties for deep neural networks von Shaham, Uri, Cloninger, Alexander, Coifman, Ronald R.

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Diffusion nets von Mishne, Gal, Shaham, Uri, Cloninger, Alexander, Cohen, Israel

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Deep unsupervised feature selection by discarding nuisance and correlated features von Shaham, Uri, Lindenbaum, Ofir, Svirsky, Jonathan, Kluger, Yuval

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Generalizable Spectral Embedding with an Application to UMAP von Ben-Ari, Nir, Yacobi, Amitai, Shaham, Uri

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Generalizable and Robust Spectral Method for Multi-view Representation Learning von Yacobi, Amitai, Lindenbaum, Ofir, Shaham, Uri

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G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning von Jacobs, Yahel, Dayan, Reut, Shaham, Uri

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What Do You Get When You Cross Beam Search with Nucleus Sampling? von Shaham, Uri, Levy, Omer

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Sparse Binarization for Fast Keyword Spotting von Svirsky, Jonathan, Shaham, Uri, Lindenbaum, Ofir

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Neural Machine Translation without Embeddings von Shaham, Uri, Levy, Omer

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Efficient Long-Text Understanding with Short-Text Models von Ivgi, Maor, Shaham, Uri, Berant, Jonathan

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ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding von Shaham, Uri, Ivgi, Maor, Efrat, Avia, Berant, Jonathan, Levy, Omer

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What Do You Get When You Cross Beam Search with Nucleus Sampling? von Shaham, Uri, Levy, Omer

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Causes and Cures for Interference in Multilingual Translation von Shaham, Uri, Elbayad, Maha, Goswami, Vedanuj, Levy, Omer, Bhosale, Shruti

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Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities von Shaham, Uri, Zaidman, Igal, Svirsky, Jonathan

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