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Ofer Meshi

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Density-based User Representation through Gaussian Process Regression for Multi-interest Personalized Retrieval

Nov 15, 2023
Haolun Wu, Ofer Meshi, Masrour Zoghi, Fernando Diaz, Xue Liu, Craig Boutilier, Maryam Karimzadehgan

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Overcoming Prior Misspecification in Online Learning to Rank

Jan 26, 2023
Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan

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Advantage Amplification in Slowly Evolving Latent-State Environments

May 29, 2019
Martin Mladenov, Ofer Meshi, Jayden Ooi, Dale Schuurmans, Craig Boutilier

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Empirical Bayes Regret Minimization

Apr 04, 2019
Chih-Wei Hsu, Branislav Kveton, Ofer Meshi, Martin Mladenov, Csaba Szepesvari

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Deep Structured Prediction with Nonlinear Output Transformations

Nov 01, 2018
Colin Graber, Ofer Meshi, Alexander Schwing

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Seq2Slate: Re-ranking and Slate Optimization with RNNs

Oct 04, 2018
Irwan Bello, Sayali Kulkarni, Sagar Jain, Craig Boutilier, Ed Chi, Elad Eban, Xiyang Luo, Alan Mackey, Ofer Meshi

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Planning and Learning with Stochastic Action Sets

May 07, 2018
Craig Boutilier, Alon Cohen, Amit Daniely, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans

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Linear-memory and Decomposition-invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes

May 20, 2016
Dan Garber, Ofer Meshi

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Train and Test Tightness of LP Relaxations in Structured Prediction

Apr 27, 2016
Ofer Meshi, Mehrdad Mahdavi, Adrian Weller, David Sontag

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Fast and Scalable Structural SVM with Slack Rescaling

Oct 27, 2015
Heejin Choi, Ofer Meshi, Nathan Srebro

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