Nishant Yadav

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Correlation Clustering

Nearest Neighbor

Top Venues

Publications

Nishant Yadav, Nicholas Monath, Manzil Zaheer, Rob Fergus, Andrew McCallum
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders. CoRR (2024)
Prakamya Mishra, Lincy Pattanaik, Arunima Sundar, Nishant Yadav, Mayank Kulkarni
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction. EACL (Findings) (2024)
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Rob Fergus, Andrew McCallum
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders. ICLR (2024)
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Andrew McCallum
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition. EMNLP (Findings) (2023)
Nishant Yadav, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly
CDA: Contrastive-adversarial Domain Adaptation. CoRR (2023)
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Andrew McCallum
Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders. CoRR (2023)
Rico Angell, Nicholas Monath, Nishant Yadav, Andrew McCallum
Interactive Correlation Clustering with Existential Cluster Constraints. ICML (2022)
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization. EMNLP (2022)
Esra Suel, Meytar Sorek-Hamer, Izabela Moise, Michael Von Pohle, Adwait Sahasrabhojanee, Ata Akbari Asanjan, Raphael Arku, Abosede S. Alli, Benjamin Barratt, Sierra N. Clark, Ariane Middel, Emily Deardorff, Violet Lingenfelter, Nikunj C. Oza, Nishant Yadav, Majid Ezzati, Michael Brauer
What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery. Remote. Sens. 14 (14) (2022)
Nishant Yadav, Meytar Sorek-Hamer, Michael Von Pohle, Ata Akbari Asanjan, Adwait Sahasrabhojanee, Esra Suel, Raphael Arku, Violet Lingenfelter, Michael Brauer, Majid Ezzati, Nikunj C. Oza, Auroop R. Ganguly
Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations. CoRR (2022)
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization. CoRR (2022)
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof
Robustness of Explanation Methods for NLP Models. CoRR (2022)
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
Clustering-based Inference for Biomedical Entity Linking. NAACL-HLT (2021)
Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou
Stochastic Package Queries in Probabilistic Databases. CoRR (2021)
Nishant Yadav, Rajat Sen, Daniel N. Hill, Arya Mazumdar, Inderjit S. Dhillon
Session-Aware Query Auto-completion using Extreme Multi-Label Ranking. KDD (2021)
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
Clustering-based Inference for Zero-Shot Biomedical Entity Linking. CoRR (2020)
Nishant Yadav, Auroop R. Ganguly
A Deep Learning Approach to Short-Term Quantitative Precipitation Forecasting. CI (2020)
Nishant Yadav, Rajat Sen, Daniel N. Hill, Arya Mazumdar, Inderjit S. Dhillon
Session-Aware Query Auto-completion using Extreme Multi-label Ranking. CoRR (2020)
Nishant Yadav, Sai Ravela, Auroop R. Ganguly
Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling. CoRR (2020)
Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou
Stochastic Package Queries in Probabilistic Databases. SIGMOD Conference (2020)
Nishant Yadav, Ari Kobren, Nicholas Monath, Andrew McCallum
Supervised Hierarchical Clustering with Exponential Linkage. CoRR (2019)
Nishant Yadav, Ari Kobren, Nicholas Monath, Andrew McCallum
Supervised Hierarchical Clustering with Exponential Linkage. ICML (2019)
Sidharth Negi, Ameya Dubey, Amitabha Bagchi, Manish Yadav, Nishant Yadav, Jeetu Raj
Dynamic Partition Bloom Filters: A Bounded False Positive Solution For Dynamic Set Membership (Extended Abstract). CoRR (2019)
Sumit Shekhar, Aditya Siddhant, Anindya Shankar Bhandari, Nishant Yadav
VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing. CoRR (2018)