Srujana Merugu

According to our database, Srujana Merugu authored at least 32 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning.

Gaurav Arora, Srujana Merugu, Shreya Jain, Vaibhav Saxena

CoRR, 2024

Improving Search for New Product Categories via Synthetic Query Generation Strategies.

Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Leveraging Uncertainty Estimates To Improve Classifier Performance.

Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Intent Detection in the Age of LLMs.

Gaurav Arora, Shreya Jain, Srujana Merugu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision.

Sanjay Agrawal, Srujana Merugu, Vivek Sembium

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Conformal Prediction Sets for Ordinal Classification.

Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation.

Sanjay Agrawal, Srujana Merugu, Vivek Sembium

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Automated Digitization of Unstructured Medical Prescriptions.

Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics.

Gaurav Arora, Srujana Merugu, Vivek Sembium

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Walking with PACE - Personalized and Automated Coaching Engine.

Madhurima Vardhan, Narayan Hegde, Srujana Merugu, Shantanu Prabhat, Deepak Nathani, Martin Seneviratne, Nur Muhammad, Pranay Reddy, Sriram Lakshminarasimhan, Rahul Singh, Karina Lorenzana, Eshan Motwani, Partha Talukdar, Aravindan Raghuveer

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

2021

Interpretability of Epidemiological Models : The Curse of Non-Identifiability.

Ayush Deva, Siddhant Shingi, Avtansh Tiwari, Nayana Bannur, Sansiddh Jain, Jerome White, Alpan Raval, Srujana Merugu

CoRR, 2021

Adaptive COVID-19 Forecasting via Bayesian Optimization.

Nayana Bannur, Harsh Maheshwari, Sansiddh Jain, Shreyas Shetty, Srujana Merugu, Alpan Raval

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

COVID-19: Strategies for Allocation of Test Kits.

Arpita Biswas, Shruthi Bannur, Prateek Jain, Srujana Merugu

CoRR, 2020

2017

Recommending Product Sizes to Customers.

Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2013

Reconciliation of categorical opinions from multiple sources.

Adway Mitra, Srujana Merugu

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2011

Smart news feeds for social networks using scalable joint latent factor models.

Himabindu Lakkaraju, Angshu Rai, Srujana Merugu

Proceedings of the 20th International Conference on World Wide Web, 2011

Collective extraction from heterogeneous web lists.

Ashwin Machanavajjhala, Arun Shankar Iyer, Philip Bohannon, Srujana Merugu

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments.

Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2010

The anatomy of a click: modeling user behavior on web information systems.

Kunal Punera, Srujana Merugu

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A web of concepts.

Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu

Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2009

2008

Purple SOX extraction management system.

Philip Bohannon, Srujana Merugu, Cong Yu, Vipul Agarwal, Pedro DeRose, Arun Shankar Iyer, Ankur Jain, Vinay Kakade, Mridul Muralidharan, Raghu Ramakrishnan, Warren Shen

SIGMOD Rec., 2008

Organizing Committee.

Kristina Lerman, David Gutelius, Bernardo A. Huberman, Srujana Merugu

Proceedings of the Social Information Processing, 2008

2007

A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation.

Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha

J. Mach. Learn. Res., 2007

Multi-way Clustering on Relation Graphs.

Arindam Banerjee, Sugato Basu, Srujana Merugu

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Predictive discrete latent factor models for large scale dyadic data.

Deepak Agarwal, Srujana Merugu

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

A new multi-view regression approach with an application to customer wallet estimation.

Srujana Merugu, Saharon Rosset, Claudia Perlich

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

A privacy-sensitive approach to distributed clustering.

Srujana Merugu, Joydeep Ghosh

Pattern Recognit. Lett., 2005

Clustering with Bregman Divergences.

Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh

J. Mach. Learn. Res., 2005

A distributed learning framework for heterogeneous data sources.

Srujana Merugu, Joydeep Ghosh

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

A Scalable Collaborative Filtering Framework Based on Co-Clustering.

Thomas George, Srujana Merugu

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

An information theoretic analysis of maximum likelihood mixture estimation for exponential families.

Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu

Proceedings of the Machine Learning, 2004

2003

Privacy-preserving Distributed Clustering using Generative Models.

Srujana Merugu, Joydeep Ghosh

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003