Srujana Merugu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Monte Carlo Sampling

Conformal Prediction

Confidence Levels

Improving Search

Top Venues

Publications

Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar
Improving Search for New Product Categories via Synthetic Query Generation Strategies. WWW (Companion Volume) (2024)
Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi
Leveraging Uncertainty Estimates To Improve Classifier Performance. ICLR (2024)
Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri
Conformal Prediction Sets for Ordinal Classification. NeurIPS (2023)
Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan
Automated Digitization of Unstructured Medical Prescriptions. ACL (industry) (2023)
Gaurav Arora, Srujana Merugu, Vivek Sembium
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics. ACL (Findings) (2023)
Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi
Leveraging Uncertainty Estimates To Improve Classifier Performance. CoRR (2023)
Sanjay Agrawal, Srujana Merugu, Vivek Sembium
Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. CIKM (2023)
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
Walking with PACE - Personalized and Automated Coaching Engine. UMAP (2022)
Ayush Deva, Siddhant Shingi, Avtansh Tiwari, Nayana Bannur, Sansiddh Jain, Jerome White, Alpan Raval, Srujana Merugu
Interpretability of Epidemiological Models : The Curse of Non-Identifiability. CoRR (2021)
Nayana Bannur, Harsh Maheshwari, Sansiddh Jain, Shreyas Shetty, Srujana Merugu, Alpan Raval
Adaptive COVID-19 Forecasting via Bayesian Optimization. COMAD/CODS (2021)
Arpita Biswas, Shruthi Bannur, Prateek Jain, Srujana Merugu
COVID-19: Strategies for Allocation of Test Kits. CoRR (2020)
Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu
Recommending Product Sizes to Customers. RecSys (2017)
Adway Mitra, Srujana Merugu
Reconciliation of categorical opinions from multiple sources. CIKM (2013)
Himabindu Lakkaraju, Angshu Rai, Srujana Merugu
Smart news feeds for social networks using scalable joint latent factor models. WWW (Companion Volume) (2011)
Ashwin Machanavajjhala, Arun Shankar Iyer, Philip Bohannon, Srujana Merugu
Collective extraction from heterogeneous web lists. WSDM (2011)
Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu
Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. SDM (2011)
Kunal Punera, Srujana Merugu
The anatomy of a click: modeling user behavior on web information systems. CIKM (2010)
Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu
A web of concepts. PODS (2009)
Philip Bohannon, Srujana Merugu, Cong Yu, Vipul Agarwal, Pedro DeRose, Arun Shankar Iyer, Ankur Jain, Vinay Kakade, Mridul Muralidharan, Raghu Ramakrishnan, Warren Shen
Purple SOX extraction management system. SIGMOD Rec. 37 (4) (2008)
Kristina Lerman, David Gutelius, Bernardo A. Huberman, Srujana Merugu
Organizing Committee. AAAI Spring Symposium: Social Information Processing (2008)
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. J. Mach. Learn. Res. 8 (2007)
Arindam Banerjee, Sugato Basu, Srujana Merugu
Multi-way Clustering on Relation Graphs. SDM (2007)
Deepak Agarwal, Srujana Merugu
Predictive discrete latent factor models for large scale dyadic data. KDD (2007)
Srujana Merugu, Saharon Rosset, Claudia Perlich
A new multi-view regression approach with an application to customer wallet estimation. KDD (2006)
Thomas George, Srujana Merugu
A Scalable Collaborative Filtering Framework Based on Co-Clustering. ICDM (2005)
Srujana Merugu, Joydeep Ghosh
A distributed learning framework for heterogeneous data sources. KDD (2005)
Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh
Clustering with Bregman Divergences. J. Mach. Learn. Res. 6 (2005)
Srujana Merugu, Joydeep Ghosh
A privacy-sensitive approach to distributed clustering. Pattern Recognit. Lett. 26 (4) (2005)
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu
An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML (2004)
Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh
Clustering with Bregman Divergences. SDM (2004)
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha
A generalized maximum entropy approach to bregman co-clustering and matrix approximation. KDD (2004)
Srujana Merugu, Joydeep Ghosh
Privacy-preserving Distributed Clustering using Generative Models. ICDM (2003)