Suriya Gunasekar

发表

Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization

Joydeep Ghosh, Shalmali Joshi, Suriya Gunasekar, 2016, MLHC.

Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous Deep Models

Nathan Srebro, Daniel Soudry, Jason D. Lee, 2019, ICML.

Characterizing Implicit Bias in Terms of Optimization Geometry pdf

Nathan Srebro, Daniel Soudry, Suriya Gunasekar, 2018, ICML.

Implicit Regularization and Convergence for Weight Normalization

Qiang Liu, Edgar Dobriban, Suriya Gunasekar, 2020, NeurIPS.

Kernel and Deep Regimes in Overparametrized Models pdf

Nathan Srebro, Daniel Soudry, Jason D. Lee, 2019, ArXiv.

Implicit Bias of Gradient Descent on Linear Convolutional Networks

Nathan Srebro, Daniel Soudry, Suriya Gunasekar, 2018, NeurIPS.

Review quality aware collaborative filtering

Joydeep Ghosh, Suriya Gunasekar, Sindhu Raghavan, 2012, RecSys '12.

Learning Non-Discriminatory Predictors pdf

Nathan Srebro, Mesrob I. Ohannessian, Suriya Gunasekar, 2017, COLT.

Mirrorless Mirror Descent: A More Natural Discretization of Riemannian Gradient Flow pdf

Nathan Srebro, Suriya Gunasekar, Blake E. Woodworth, 2020, ArXiv.

Face Detection on Distorted Images Augmented by Perceptual Quality-Aware Features

Joydeep Ghosh, Alan C. Bovik, Suriya Gunasekar, 2014, IEEE Transactions on Information Forensics and Security.

Noisy Matrix Completion Using Alternating Minimization

Joydeep Ghosh, Ayan Acharya, Suriya Gunasekar, 2013, ECML/PKDD.

On preserving non-discrimination when combining expert advice

Avrim Blum, Nathan Srebro, Thodoris Lykouris, 2018, NeurIPS.

Exponential Family Matrix Completion under Structural Constraints

Pradeep Ravikumar, Joydeep Ghosh, Suriya Gunasekar, 2014, ICML.

Face detection on distorted images using perceptual quality-aware features

Joydeep Ghosh, Alan C. Bovik, Suriya Gunasekar, 2014, Electronic Imaging.

Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy pdf

Nathan Srebro, Daniel Soudry, Jason D. Lee, 2020, NeurIPS.

Phenotyping using Structured Collective Matrix Factorization of Multi--source EHR Data

Jimeng Sun, Joydeep Ghosh, Joshua C Denny, 2016, 1609.04466.

Implicit Regularization of Normalization Methods pdf

Qiang Liu, Edgar Dobriban, Suriya Gunasekar, 2019, ArXiv.

Kernel and Rich Regimes in Overparametrized Models

Nathan Srebro, Daniel Soudry, Jason D. Lee, 2019, COLT.

Convergence of Gradient Descent on Separable Data

Nathan Srebro, Daniel Soudry, Jason D. Lee, 2018, AISTATS.

NeurIPS 2020 Competition: Predicting Generalization in Deep Learning pdf

Hossein Mobahi, Samy Bengio, Gintare Karolina Dziugaite, 2020, ArXiv.

Unified View of Matrix Completion under General Structural Constraints

Joydeep Ghosh, Arindam Banerjee, Suriya Gunasekar, 2015, NIPS.

Implicit Regularization in Matrix Factorization

Nathan Srebro, Behnam Neyshabur, Suriya Gunasekar, 2017, 2018 Information Theory and Applications Workshop (ITA).

Preference Completion from Partial Rankings

Oluwasanmi Koyejo, Joydeep Ghosh, Suriya Gunasekar, 2016, NIPS.

Consistent Collective Matrix Completion under Joint Low Rank Structure pdf

Makoto Yamada, Yi Chang, Dawei Yin, 2014, AISTATS.

Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent

Nathan Srebro, Suriya Gunasekar, Blake E. Woodworth, 2021, AISTATS.

Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm pdf

Suriya Gunasekar, Ilya Razenshteyn, Meena Jagadeesan, 2021, ArXiv.