Which Is the Best Multiclass SVM Method? An Empirical Study
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Book Chapter
Conference Proceeding
An improved conjugate gradient scheme to the solution of least squares SVM
Wei Chu, Chong Jin Ong, Keerthi, S.S.
Published in IEEE transactions on neural networks (01.03.2005)
Published in IEEE transactions on neural networks (01.03.2005)
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Journal Article
Bayesian support vector regression using a unified loss function
Wei Chu, Keerthi, S.S., Chong Jin Ong
Published in IEEE transactions on neural networks (01.01.2004)
Published in IEEE transactions on neural networks (01.01.2004)
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Journal Article
AD DELIVERY WITH BUDGETED ADVERTISERS: A COMPREHENSIVE LP APPROACH
Abrams, Zoë, Keerthi, S Sathiya, Mendelevitch, Ofer, Tomlin, John A
Published in Journal of electronic commerce research (01.01.2008)
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Published in Journal of electronic commerce research (01.01.2008)
Journal Article
A Precise Characterization of SGD Stability Using Loss Surface Geometry
Dexter, Gregory, Ocejo, Borja, Keerthi, Sathiya, Gupta, Aman, Acharya, Ayan, Khanna, Rajiv
Year of Publication 22.01.2024
Year of Publication 22.01.2024
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Journal Article
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference
Liu, Zirui, Song, Qingquan, Xiao, Qiang Charles, Selvaraj, Sathiya Keerthi, Mazumder, Rahul, Gupta, Aman, Hu, Xia
Year of Publication 08.01.2024
Year of Publication 08.01.2024
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Journal Article
QuantEase: Optimization-based Quantization for Language Models
Behdin, Kayhan, Acharya, Ayan, Gupta, Aman, Song, Qingquan, Zhu, Siyu, Keerthi, Sathiya, Mazumder, Rahul
Year of Publication 04.09.2023
Year of Publication 04.09.2023
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Journal Article
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization
Behdin, Kayhan, Song, Qingquan, Gupta, Aman, Durfee, David, Acharya, Ayan, Keerthi, Sathiya, Mazumder, Rahul
Year of Publication 06.12.2022
Year of Publication 06.12.2022
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Journal Article
Information geometry and Plefka's mean-field theory
Bhattacharyya, C, Keerthi, S Sathiya
Published in Journal of physics. A, Mathematical and general (25.02.2000)
Published in Journal of physics. A, Mathematical and general (25.02.2000)
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Journal Article
LiMAML: Personalization of Deep Recommender Models via Meta Learning
Wang, Ruofan, Prabhakar, Prakruthi, Srivastava, Gaurav, Wang, Tianqi, Jalali, Zeinab S, Bharill, Varun, Ouyang, Yunbo, Nigam, Aastha, Venugopalan, Divya, Gupta, Aman, Borisyuk, Fedor, Keerthi, Sathiya, Muralidharan, Ajith
Year of Publication 23.02.2024
Year of Publication 23.02.2024
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Journal Article