Yashoteja Prabhu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 10

Top Topics

Hierarchical Text Classification

Variance Reduction

Search Advertising

Multi Label Learning

Top Venues

Publications

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction. ICLR (2024)
Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval. KDD (2024)
Rahul Chand, Yashoteja Prabhu, Pratyush Kumar
DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization. CoRR (2023)
Parikshit Bansal, Yashoteja Prabhu, Emre Kiciman, Amit Sharma
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems. CoRR (2022)
Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
Generalized Zero-Shot Extreme Multi-label Learning. KDD (2021)
Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
Extreme Regression for Dynamic Search Advertising. CoRR (2020)
Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
Extreme Regression for Dynamic Search Advertising. WSDM (2020)
Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising. WWW (2018)
Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. WSDM (2018)
Himanshu Jain, Yashoteja Prabhu, Manik Varma
Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications. KDD (2016)
Yashoteja Prabhu, Manik Varma
FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning. KDD (2014)
Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma
Multi-label learning with millions of labels: recommending advertiser bid phrases for web pages. WWW (2013)