Expressiveness of Rectifier Networks

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Expressiveness of Rectifier Networks

18 November 2015

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Papers citing "Expressiveness of Rectifier Networks"

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Title
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani Rishabh Ranjan Mausam Parag Singla 53 7 0 17 Oct 2022
Clustering-Based Interpretation of Deep ReLU Network Nicola Picchiotti Marco Gori FAtt 22 0 0 13 Oct 2021
Learning Constraints and Descriptive Segmentation for Subevent Detection Haoyu Wang Hongming Zhang Muhao Chen Dan Roth 48 23 0 13 Sep 2021
Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation Xiaoyang Qu Jianzong Wang Jing Xiao 73 14 0 23 Feb 2021
Tight Hardness Results for Training Depth-2 ReLU Networks Surbhi Goel Adam R. Klivans Pasin Manurangsi Daniel Reichman 78 41 0 27 Nov 2020
Learning Constraints for Structured Prediction Using Rectifier Networks Xingyuan Pan Maitrey Mehta Vivek Srikumar 49 8 0 23 May 2020
Hierarchical Decomposition of Nonlinear Dynamics and Control for System Identification and Policy Distillation Hany Abdulsamad Jan Peters 24 9 0 04 May 2020
Neural Policy Gradient Methods: Global Optimality and Rates of Convergence Lingxiao Wang Qi Cai Zhuoran Yang Zhaoran Wang 113 242 0 29 Aug 2019
Augmenting Neural Networks with First-order Logic Tao Li Vivek Srikumar 66 109 0 14 Jun 2019
A Comprehensive Overhaul of Feature Distillation Byeongho Heo Jeesoo Kim Sangdoo Yun Hyojin Park Nojun Kwak J. Choi 139 587 0 03 Apr 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons Byeongho Heo Minsik Lee Sangdoo Yun J. Choi 66 536 0 08 Nov 2018
Learning One-hidden-layer ReLU Networks via Gradient Descent Xiao Zhang Yaodong Yu Lingxiao Wang Quanquan Gu MLT 129 135 0 20 Jun 2018
Compact Factorization of Matrices Using Generalized Round-Rank Pouya Pezeshkpour Carlos Guestrin Sameer Singh 50 2 0 01 May 2018
Multiview Deep Learning for Predicting Twitter Users' Location T. Do Duc Minh Nguyen Evaggelia Tsiligianni Bruno Cornelis Nikos Deligiannis 50 36 0 21 Dec 2017
Bounding and Counting Linear Regions of Deep Neural Networks Thiago Serra Christian Tjandraatmadja Srikumar Ramalingam MLT 124 251 0 06 Nov 2017
Convergence Analysis of Two-layer Neural Networks with ReLU Activation Yuanzhi Li Yang Yuan MLT 194 655 0 28 May 2017
On the Expressive Power of Deep Neural Networks M. Raghu Ben Poole Jon M. Kleinberg Surya Ganguli Jascha Narain Sohl-Dickstein 108 791 0 16 Jun 2016