Suriya Gunasekar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
7
Active years
2012–2024
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval. | Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yksekgnl, Rahee Ghosh Peshawaria, Ranjita Naik, Besmira Nushi |
| 2024 | ICLR | How to Fine-Tune Vision Models with SGD. | Ananya Kumar, Ruoqi Shen, Sbastien Bubeck, Suriya Gunasekar |
| 2024 | ICLR | Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models. | Mert Yksekgnl, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi |
| 2022 | COLT | Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm. | Meena Jagadeesan, Ilya P. Razenshteyn, Suriya Gunasekar |
| 2022 | ECCV | Neural-Sim: Learning to Generate Training Data with NeRF. | Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet |
| 2022 | ICML | Data Augmentation as Feature Manipulation. | Ruoqi Shen, Sbastien Bubeck, Suriya Gunasekar |
| 2021 | AISTATS | Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent. | Suriya Gunasekar, Blake E. Woodworth, Nathan Srebro |
| 2020 | COLT | Kernel and Rich Regimes in Overparametrized Models. | Blake E. Woodworth, Suriya Gunasekar, Jason D. Lee, Edward Moroshko, Pedro Savarese, Itay Golan, Daniel Soudry, Nathan Srebro |
| 2019 | AISTATS | Convergence of Gradient Descent on Separable Data. | Mor Shpigel Nacson, Jason D. Lee, Suriya Gunasekar, Pedro Henrique Pamplona Savarese, Nathan Srebro, Daniel Soudry |
| 2019 | ICML | Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous Deep Models. | Mor Shpigel Nacson, Suriya Gunasekar, Jason D. Lee, Nathan Srebro, Daniel Soudry |
| 2018 | ICML | Characterizing Implicit Bias in Terms of Optimization Geometry. | Suriya Gunasekar, Jason D. Lee, Daniel Soudry, Nathan Srebro |
| 2018 | ITA | Implicit Regularization in Matrix Factorization. | Suriya Gunasekar, Blake E. Woodworth, Srinadh Bhojanapalli, Behnam Neyshabur, Nathan Srebro |
| 2017 | COLT | Learning Non-Discriminatory Predictors. | Blake E. Woodworth, Suriya Gunasekar, Mesrob I. Ohannessian, Nathan Srebro |
| 2015 | AISTATS | Consistent Collective Matrix Completion under Joint Low Rank Structure. | Suriya Gunasekar, Makoto Yamada, Dawei Yin, Yi Chang |
| 2014 | ICML | Exponential Family Matrix Completion under Structural Constraints. | Suriya Gunasekar, Pradeep Ravikumar, Joydeep Ghosh |
| 2012 | RecSys | Review quality aware collaborative filtering. | Sindhu Raghavan, Suriya Gunasekar, Joydeep Ghosh |