Aniruddh Nath
3 papers in the PaperMetrix corpus
Papers by this author
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Learning Tractable Probabilistic Models for Fault Localization
2015 · arXiv (Cornell University)
In recent years, several probabilistic techniques have been applied to various debugging problems. However, most existing probabilistic debugging systems use relatively simple statistical models, and fail to generalize across multiple programs. In this work, we …
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Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems
2024
Knowledge Distillation (KD) is a powerful approach for compressing a large model into a smaller, more efficient model, particularly beneficial for latency-sensitive applications like recommender systems. However, current KD research predominantly focuses on Computer Vision …
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Recommending what video to watch next
2019
In this paper, we introduce a large scale multi-objective ranking system for recommending what video to watch next on an industrial video sharing platform. The system faces many real-world challenges, including the presence of multiple …