Pankaj Malhotra

Principal Researcher, Microsoft, Microsoft

Joined

March 2024

Names

Pankaj Malhotra (Preferred)

Emails

****@tcs.com (Confirmed)

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Microsoft, Microsoft (microsoft.com)

2022 – Present

Scientist

TCS Research, Tata Consultancy Services Limited, India (tcs.com)

2011 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Natural Language Processing

2022 – Present

Information Retrieval

2022 – Present

Recommender Systems

2018 – Present

Time Series

2014 – Present

Publications

UNIDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Amit S, Cho-Jui Hsieh, Rohit Babbar
- WWW 2025 Poster
- Readers: Everyone
Graph Regularized Encoder Training for Extreme Classification
Anshul Mittal, Shikhar Mohan, Deepak Saini, Siddarth Asokan, Suchith Chidananda Prabhu, Lakshya Kumar, Pankaj Malhotra, Jian Jiao, Amit S, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks
Bhawna Paliwal, Deepak Saini, Mudit Dhawan, Siddarth Asokan, Nagarajan Natarajan, Surbhi Aggarwal, Pankaj Malhotra, Jian Jiao, Manik Varma
- WiNLP 2024
- Readers: Everyone
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Cho-Jui Hsieh, Rohit Babbar
- CoRR 2024
- Readers: Everyone
Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
Jyoti Narwariya, Chetan Verma, Pankaj Malhotra, Lovekesh Vig, Easwar Subramanian, Sanjay Bhat
- CoRR 2022
- Readers: Everyone
Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression
Diksha Garg, Pankaj Malhotra, Anil Bhatia, Sanjay Bhat, Lovekesh Vig, Gautam Shroff
- 2022 (modified: 11 Jan 2023)
- CoRR 2022
- Readers: Everyone
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Vibhor Gupta, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
- 2022 (modified: 11 Jan 2023)
- CoRR 2022
- Readers: Everyone
Re-Imagining data analytics software development
Asha Rajbhoj, Prateek Dhawan, Vishnu TV, Pankaj Malhotra, Vinay Kulkarni
- 2021 (modified: 11 Oct 2021)
- ISEC 2021
- Readers: Everyone
Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Hritik Bansal, Gantavya Bhatt, Pankaj Malhotra, Prathosh AP
- 2021 (modified: 11 Oct 2021)
- IJCNN 2021
- Readers: Everyone
Systematic Generalization for Predictive Control in Multivariate Time Series
Hritik Bansal, Gantavya Bhatt, Pankaj Malhotra, Prathosh A. P.
- 2021 (modified: 11 Oct 2021)
- CoRR 2021
- Readers: Everyone

View all 46 publications

Co-Authors

View all 60 co-authors