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Akash Srivastava

University of Edinburgh

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Publication

Featured researches published by Akash Srivastava.

neural information processing systems | 2017

VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning

Akash Srivastava; Lazar Valkoz; Chris Russell; Michael U. Gutmann; Charles A. Sutton

international conference on learning representations | 2017

Autoencoding Variational Inference For Topic Models

Akash Srivastava; Charles A. Sutton

arXiv: Machine Learning | 2016

Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation

Akash Srivastava; James Zou; Charles A. Sutton

neural information processing systems | 2018

Synthesis of Differentiable Functional Programs for Lifelong Learning

Lazar Valkov; Dipak Chaudhari; Akash Srivastava; Charles A. Sutton; Swarat Chaudhuri

international conference on machine learning | 2018

Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam.

Mohammad Emtiyaz Khan; Didrik Nielsen; Voot Tangkaratt; Wu Lin; Yarin Gal; Akash Srivastava

international conference on machine learning | 2018

Vadam: Fast and Scalable Variational Inference by Perturbing Adam

Mohammad Emtiyaz Khan; Voot Tangkaratt; Didrik Nielsen; Wu Lin; Yarin Gal; Zuozhu Liu; Akash Srivastava

arXiv: Machine Learning | 2018

Ratio Matching MMD Nets: Low dimensional projections for effective deep generative models.

Akash Srivastava; Kai Xu; Michael U. Gutmann; Charles A. Sutton

arXiv: Learning | 2018

HOUDINI: Lifelong Learning as Program Synthesis.

Lazar Valkov; Dipak Chaudhari; Akash Srivastava; Charles A. Sutton; Swarat Chaudhuri

arXiv: Computation and Language | 2018

Variational Inference In Pachinko Allocation Machines.

Akash Srivastava; Charles A. Sutton

Archive | 2017

Proceedings for the 5th International Conference on Learning Representations

Akash Srivastava; Charles A. Sutton

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Collaboration

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Charles A. Sutton

University of Edinburgh

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Lazar Valkov

University of Edinburgh

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Michael U. Gutmann

University of Edinburgh

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Yarin Gal

University of Cambridge

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Dipak Chaudhari

Rice University

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James Zou

Stanford University

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Swarat Chaudhuri

Rice University

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Mohammad Emtiyaz Khan

École Polytechnique Fédérale de Lausanne

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Voot Tangkaratt

Tokyo Institute of Technology

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Wu Lin

University of British Columbia

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