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Rishi Sonthalia
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2020 – today
- 2024
- [j4]Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia:
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers. Trans. Mach. Learn. Res. 2024 (2024) - [c10]Yutong Wang, Rishi Sonthalia, Wei Hu:
Near-Interpolators: Rapid Norm Growth and the Trade-Off between Interpolation and Generalization. AISTATS 2024: 4483-4491 - [i17]Yutong Wang, Rishi Sonthalia, Wei Hu:
Near-Interpolators: Rapid Norm Growth and the Trade-Off between Interpolation and Generalization. CoRR abs/2403.07264 (2024) - [i16]Jackie Lok, Rishi Sonthalia, Elizaveta Rebrova:
Discrete error dynamics of mini-batch gradient descent for least squares regression. CoRR abs/2406.03696 (2024) - [i15]Rishi Sonthalia, Jackie Lok, Elizaveta Rebrova:
On Regularization via Early Stopping for Least Squares Regression. CoRR abs/2406.04425 (2024) - 2023
- [j3]Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp:
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network. Nat. Mac. Intell. 5(11): 1326-1335 (2023) - [j2]Rishi Sonthalia, Raj Rao Nadakuditi:
Training Data Size Induced Double Descent For Denoising Feedforward Neural Networks and the Role of Training Noise. Trans. Mach. Learn. Res. 2023 (2023) - [i14]Rishi Sonthalia, Anna Seigal, Guido Montúfar:
Supermodular Rank: Set Function Decomposition and Optimization. CoRR abs/2305.14632 (2023) - [i13]Rishi Sonthalia, Xinyue Li, Bochao Gu:
Under-Parameterized Double Descent for Ridge Regularized Least Squares Denoising of Data on a Line. CoRR abs/2305.14689 (2023) - [i12]Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia:
Generalization Error without Independence: Denoising, Linear Regression, and Transfer Learning. CoRR abs/2305.17297 (2023) - [i11]Chenghui Li, Rishi Sonthalia, Nicolás García Trillos:
Spectral Neural Networks: Approximation Theory and Optimization Landscape. CoRR abs/2310.00729 (2023) - 2022
- [j1]Rishi Sonthalia, Anna C. Gilbert:
Project and Forget: Solving Large-Scale Metric Constrained Problems. J. Mach. Learn. Res. 23: 326:1-326:54 (2022) - [c9]Clay Adams, Malvina Bozhidarova, James Chen, Andrew Gao, Zhengtong Liu, J. Hunter Priniski, Junyuan Lin, Rishi Sonthalia, Andrea L. Bertozzi, P. Jeffrey Brantingham:
Knowledge Graphs of the QAnon Twitter Network. IEEE Big Data 2022: 2903-2912 - [c8]Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Rishi Sonthalia, Xinyue Cui, Tom Szwagier, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane:
ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results. TAG-ML 2022: 269-276 - [c7]Rishi Sonthalia, Anna C. Gilbert, Matthew Durham:
CubeRep: Learning Relations Between Different Views of Data. TAG-ML 2022: 298-303 - [i10]Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Umberto Lupo, Rishi Sonthalia, Xinyue Cui, Tom Szwagier, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane:
ICLR 2022 Challenge for Computational Geometry and Topology: Design and Results. CoRR abs/2206.09048 (2022) - [i9]Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp:
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network. CoRR abs/2210.00881 (2022) - 2021
- [c6]Dominic Flocco, Bryce Palmer-Toy, Ruixiao Wang, Hongyu Zhu, Rishi Sonthalia, Junyuan Lin, Andrea L. Bertozzi, P. Jeffrey Brantingham:
An Analysis of COVID-19 Knowledge Graph Construction and Applications. IEEE BigData 2021: 2631-2640 - [c5]Harlin Lee, Rishi Sonthalia, Jacob G. Foster:
Dynamic Embedding-based Methods for Link Prediction in Machine Learning Semantic Network. IEEE BigData 2021: 5801-5808 - [c4]Rishi Sonthalia, Greg Van Buskirk, Benjamin Raichel, Anna C. Gilbert:
How can classical multidimensional scaling go wrong? NeurIPS 2021: 12304-12315 - [i8]Dominic Flocco, Bryce Palmer-Toy, Ruixiao Wang, Hongyu Zhu, Rishi Sonthalia, Junyuan Lin, Andrea L. Bertozzi, P. Jeffrey Brantingham:
An Analysis of COVID-19 Knowledge Graph Construction and Applications. CoRR abs/2110.04932 (2021) - [i7]Rishi Sonthalia, Gregory Van Buskirk, Benjamin Raichel, Anna C. Gilbert:
How can classical multidimensional scaling go wrong? CoRR abs/2110.11430 (2021) - 2020
- [c3]Rishi Sonthalia, Anna C. Gilbert:
Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding. NeurIPS 2020 - [c2]Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk:
Generalized Metric Repair on Graphs. SWAT 2020: 25:1-25:22 - [i6]Rishi Sonthalia, Anna C. Gilbert:
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding. CoRR abs/2005.03847 (2020) - [i5]Rishi Sonthalia, Anna C. Gilbert:
Project and Forget: Solving Large-Scale Metric Constrained Problems. CoRR abs/2005.03853 (2020) - [i4]Rishi Sonthalia, Anna C. Gilbert:
Dual Regularized Optimal Transport. CoRR abs/2012.03126 (2020)
2010 – 2019
- 2019
- [i3]Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk:
Generalized Metric Repair on Graphs. CoRR abs/1908.08411 (2019) - 2018
- [c1]Anna C. Gilbert, Rishi Sonthalia:
Unsupervised Metric Learning in Presence of Missing Data. Allerton 2018: 313-321 - [i2]Anna C. Gilbert, Rishi Sonthalia:
Unrolling Swiss Cheese: Metric repair on manifolds with holes. CoRR abs/1807.07610 (2018) - [i1]Anna C. Gilbert, Rishi Sonthalia:
Generalized Metric Repair on Graphs. CoRR abs/1807.07619 (2018)
Coauthor Index
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last updated on 2024-10-07 21:23 CEST by the dblp team
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