Sathiya Keerthi Selvaraj

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 7

Top Topics

Adaptive Behavior

Top Venues

WWW (Companion Volume)

Publications

Zirui Liu, Qingquan Song, Qiang Charles Xiao, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Xia Hu
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference. CoRR (2024)
Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T. Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Sathiya Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System. KDD (2024)
Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T. Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Sathiya Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System. CoRR (2024)
Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava, Tianqi Wang, Zeinab S. Jalali, Varun Bharill, Yunbo Ouyang, Aastha Nigam, Divya Venugopalan, Aman Gupta, Fedor Borisyuk, Sathiya Keerthi Selvaraj, Ajith Muralidharan
LiMAML: Personalization of Deep Recommender Models via Meta Learning. CoRR (2024)
Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder
QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm. CoRR (2023)
Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta
Promoting Inactive Members in Edge-Building Marketplace. WWW (Companion Volume) (2023)
Ayan Acharya, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal
Optimizing for Member Value in an Edge Building Marketplace. CIKM (2023)
Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
Predictive Approaches For Gaussian Process Classifier Model Selection CoRR (2012)
Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
Graph Based Classification Methods Using Inaccurate External Classifier Information CoRR (2012)
Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish K. Shevade
Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses CoRR (2012)
Sundararajan Sellamanickam, Charu Tiwari, Sathiya Keerthi Selvaraj
Regularized Structured Output Learning with Partial Labels. SDM (2012)
Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
Transductive Classification Methods for Mixed Graphs CoRR (2012)
Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish K. Shevade
Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses. COLING (Posters) (2012)
Sundararajan Sellamanickam, Priyanka Garg, Sathiya Keerthi Selvaraj
A pairwise ranking based approach to learning with positive and unlabeled examples. CIKM (2011)
Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish K. Shevade
Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset. CIKM (2011)
Paramveer S. Dhillon, Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
Semi-supervised multi-task learning of structured prediction models for web information extraction. CIKM (2011)