Nishant Yadav | DeepAI

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∙ 05/04/2023

Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders

Cross-encoder models, which jointly encode and score a query-item pair, ...

0 Nishant Yadav, et al. ∙

∙ 01/10/2023

CDA: Contrastive-adversarial Domain Adaptation

Recent advances in domain adaptation reveal that adversarial learning on...

7 Nishant Yadav, et al. ∙

∙ 10/23/2022

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization

Efficient k-nearest neighbor search is a fundamental task, foundational ...

0 Nishant Yadav, et al. ∙

∙ 06/24/2022

Robustness of Explanation Methods for NLP Models

Explanation methods have emerged as an important tool to highlight the f...

0 Shriya Atmakuri, et al. ∙

∙ 02/17/2022

Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations

Urban air pollution is a public health challenge in low- and middle-inco...

9 Nishant Yadav, et al. ∙

∙ 03/11/2021

Stochastic Package Queries in Probabilistic Databases

We provide methods for in-database support of decision making under unce...

0 Matteo Brucato, et al. ∙

∙ 12/09/2020

Session-Aware Query Auto-completion using Extreme Multi-label Ranking

Query auto-completion is a fundamental feature in search engines where t...

0 Nishant Yadav, et al. ∙

∙ 10/21/2020

Clustering-based Inference for Zero-Shot Biomedical Entity Linking

Due to large number of entities in biomedical knowledge bases, only a sm...

0 Rico Angell, et al. ∙

∙ 08/12/2020

Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling

Systems exhibiting nonlinear dynamics, including but not limited to chao...

0 Nishant Yadav, et al. ∙

∙ 06/19/2019

Supervised Hierarchical Clustering with Exponential Linkage

In supervised clustering, standard techniques for learning a pairwise di...

4 Nishant Yadav, et al. ∙

∙ 01/19/2019

Dynamic Partition Bloom Filters: A Bounded False Positive Solution For Dynamic Set Membership (Extended Abstract)

Dynamic Bloom filters (DBF) were proposed by Guo et. al. in 2010 to tack...

0 Sidharth Negi, et al. ∙

∙ 11/19/2018

VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing

There have been significant innovations in media technologies in the rec...

0 Sumit Shekhar, et al. ∙

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