Yashoteja Prabhu

According to our database, Yashoteja Prabhu authored at least 12 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification.

Jatin Prakash, Anirudh Buvanesh, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma

CoRR, 2024

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval.

Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction.

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization.

Rahul Chand, Yashoteja Prabhu, Pratyush Kumar

CoRR, 2023

2022

Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems.

Parikshit Bansal, Yashoteja Prabhu, Emre Kiciman, Amit Sharma

CoRR, 2022

2021

Generalized Zero-Shot Extreme Multi-label Learning.

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Extreme Regression for Dynamic Search Advertising.

Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

2018

Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising.

Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation.

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

2016

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning.

Yashoteja Prabhu, Manik Varma

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Multi-label learning with millions of labels: recommending advertiser bid phrases for web pages.

Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma

Proceedings of the 22nd International World Wide Web Conference, 2013