Gautam Das

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 81

Top Venues

Publications

Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das
Shapley Values for Explanation in Two-sided Matching Applications. EDBT (2024)
Sana Ebrahimi, Kaiwen Chen, Abolfazl Asudeh, Gautam Das, Nick Koudas
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs. CoRR (2024)
Suraj Shetiya, Shohedul Hasan, Abolfazl Asudeh, Gautam Das
Efficient Strongly Polynomial Algorithms for Quantile Regression. CoRR (2023)
Md. Abdus Salam, Senjuti Basu Roy, Gautam Das
Efficient approximate top-k mutual information based feature selection. J. Intell. Inf. Syst. 61 (1) (2023)
Mohit Singhal, Javier Pacheco, Tanushree Debi, Seyyed Mohammad Sadegh Moosavi Khorzooghi, Abolfazl Asudeh, Gautam Das, Shirin Nilizadeh
Auditing Yelp's Business Ranking and Review Recommendation Through the Lens of Fairness. CoRR (2023)
Saravanan Thirumuruganathan, Suraj Shetiya, Nick Koudas, Gautam Das
Prediction Intervals for Learned Cardinality Estimation: An Experimental Evaluation. ICDE (2022)
Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das
Fairness-Aware Range Queries for Selecting Unbiased Data. ICDE (2022)
Abolfazl Asudeh, Gautam Das, H. V. Jagadish, Shangqi Lu, Azade Nazi, Yufei Tao, Nan Zhang, Jianwen Zhao
On Finding Rank Regret Representatives. ACM Trans. Database Syst. 47 (3) (2022)
Deepak Puthal, Saraju P. Mohanty, Elias Kougianos, Gautam Das
When Do We Need the Blockchain? IEEE Consumer Electron. Mag. 10 (2) (2021)
Sona Hasani, Saravanan Thirumuruganathan, Nick Koudas, Gautam Das
Shahin: Faster Algorithms for Generating Explanations for Multiple Predictions. SIGMOD Conference (2021)
Abolfazl Asudeh, Jees Augustine, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das, Divesh Srivastava
Scalable signal reconstruction for a broad range of applications. Commun. ACM 64 (2) (2021)
Jees Augustine, Suraj Shetiya, Mohammadreza Esfandiari, Senjuti Basu Roy, Gautam Das
A Generalized Approach for Reducing Expensive Distance Calls for A Broad Class of Proximity Problems. SIGMOD Conference (2021)
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das
Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries. SIGMOD Conference (2020)
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49 (2) (2020)
Ajaya Kumar Tripathy, Ambarish G. Mohapatra, Saraju P. Mohanty, Elias Kougianos, Amit Mahesh Joshi, Gautam Das
EasyBand: A Wearable for Safety-Aware Mobility During Pandemic Outbreak. IEEE Consumer Electron. Mag. 9 (5) (2020)
Suraj Shetiya, Saravanan Thirumuruganathan, Nick Koudas, Gautam Das
Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning. Proc. VLDB Endow. 14 (4) (2020)
Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava
Scalable algorithms for signal reconstruction by leveraging similarity joins. VLDB J. 29 (2-3) (2020)
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das
Approximate Query Processing for Data Exploration using Deep Generative Models. ICDE (2020)
Jees Augustine, Suraj Shetiya, Abolfazl Asudeh, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das, Divesh Srivastava
Orca-SR: A Real-Time Traffic Engineering Framework leveraging Similarity Joins. Proc. VLDB Endow. 13 (12) (2020)
Sona Hasani, Faezeh Ghaderi, Shohedul Hasan, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das
ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse. Proc. VLDB Endow. 12 (12) (2019)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Optimized group formation for solving collaborative tasks. VLDB J. 28 (1) (2019)
Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, H. V. Jagadish
RRR: Rank-Regret Representative. SIGMOD Conference (2019)
Suraj Shetiya, Abolfazl Asudeh, Sadia Ahmed, Gautam Das
A Unified Optimization Algorithm For Solving "Regret-Minimizing Representative" Problems. Proc. VLDB Endow. 13 (3) (2019)
Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava
Efficient Signal Reconstruction for a Broad Range of Applications. SIGMOD Rec. 48 (1) (2019)
Deepak Puthal, Saraju P. Mohanty, Priyadarsi Nanda, Elias Kougianos, Gautam Das
Proof-of-Authentication for Scalable Blockchain in Resource-Constrained Distributed Systems. ICCE (2019)
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das
Approximate Query Processing using Deep Generative Models. CoRR (2019)
Abolfazl Asudeh, Azade Nazi, Nick Koudas, Gautam Das
Maximizing Gain over Flexible Attributes in Peer to Peer Marketplaces. PAKDD (3) (2019)
Md. Abdus Salam, Mary E. Koone, Saravanan Thirumuruganathan, Gautam Das, Senjuti Basu Roy
A Human-in-the-loop Attribute Design Framework for Classification. WWW (2019)
Yifan Guan, Abolfazl Asudeh, Pranav Mayuram, H. V. Jagadish, Julia Stoyanovich, Gerome Miklau, Gautam Das
MithraRanking: A System for Responsible Ranking Design. SIGMOD Conference (2019)
Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das
Designing Fair Ranking Schemes. SIGMOD Conference (2019)
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das
Multi-Attribute Selectivity Estimation Using Deep Learning. CoRR (2019)
Sona Hasani, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das
Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse. Proc. VLDB Endow. 11 (11) (2018)
Yeshwanth D. Gunasekaran, Md Farhadur Rahman, Sona Hasani, Nan Zhang, Gautam Das
DBLOC: Density Based Clustering over LOCation Based Services. SIGMOD Conference (2018)
Yeshwanth Durairaj Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das
QR2: A Third-Party Query Reranking Service over Web Databases. ICDE (2018)
Sadia Ahmed, Sona Hasani, Mary Koone, Saravanan Thirumuruganathan, Montserrat Diaz-Abad, Ron Mitchell, Amal Isaiah, Gautam Das
An Empirical Study of Questionnaires for the Diagnosis of Pediatric Obstructive Sleep Apnea. EMBC (2018)
Yeshwanth D. Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das
QR2: A Third-party Query Reranking Service Over Web Databases. CoRR (2018)
Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, H. V. Jagadish
RRR: Rank-Regret Representative. CoRR (2018)
Jonathan Z. Bakdash, Steve Hutchinson, Erin G. Zaroukian, Laura R. Marusich, Saravanan Thirumuruganathan, Charmaine Sample, Blaine Hoffman, Gautam Das
Malware in the future? Forecasting of analyst detection of cyber events. J. Cybersecur. 4 (1) (2018)
Deepak Puthal, Nisha Malik, Saraju P. Mohanty, Elias Kougianos, Gautam Das
Everything You Wanted to Know About the Blockchain: Its Promise, Components, Processes, and Problems. IEEE Consumer Electron. Mag. 7 (4) (2018)
Abolfazl Asudeh, Azade Nazi, Jees Augustine, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava
Leveraging Similarity Joins for Signal Reconstruction. Proc. VLDB Endow. 11 (10) (2018)
Md Farhadur Rahman, Abolfazl Asudeh, Nick Koudas, Gautam Das
Efficient Computation of Subspace Skyline over Categorical Domains. CIKM (2017)
Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das
Designing Fair Ranking Schemes. CoRR (2017)
Eman Rezk, Zainab Awan, Fahad Islam, Ali Jaoua, Somaya Al-Máadeed, Nan Zhang, Gautam Das, Nasir M. Rajpoot
Conceptual data sampling for breast cancer histology image classification. Comput. Biol. Medicine 89 (2017)
Saad Bin Suhaim, Nan Zhang, Gautam Das, Ali Jaoua
HDBExpDetector: Aggregate Sudden-Change Detector over Dynamic Web Databases. ICDE (2017)
Habibur Rahman, Senjuti Basu Roy, Gautam Das
A Probabilistic Framework for Estimating Pairwise Distances Through Crowdsourcing. EDBT (2017)
Md Farhadur Rahman, Abolfazl Asudeh, Nick Koudas, Gautam Das
Efficient Computation of Subspace Skyline over Categorical Domains. CoRR (2017)
Md Farhadur Rahman, Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Density Based Clustering over Location Based Services. ICDE (2017)
Fahad Islam, Abdelaali Hassaïne, Ali Jaoua, Gautam Das, Nan Zhang
Individual Query Cardinality Estimation using Multiple Query Combinations on a Search Engine's Corpus. ICCA (2017)
Azade Nazi, Abolfazl Asudeh, Gautam Das, Nan Zhang, Ali Jaoua
MobiFace: A Mobile Application for Faceted Search over Hidden Web Databases. ICCA (2017)
Abolfazl Asudeh, Azade Nazi, Nick Koudas, Gautam Das
Assisting Service Providers In Peer-to-peer Marketplaces: Maximizing Gain Over Flexible Attributes. CoRR (2017)
Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das
Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative. SIGMOD Conference (2017)
Jonathan Z. Bakdash, Steve Hutchinson, Erin G. Zaroukian, Laura R. Marusich, Saravanan Thirumuruganathan, Char Sample, Blaine Hoffman, Gautam Das
Malware in the Future? Forecasting Analyst Detection of Cyber Events. CoRR (2017)
Eman Rezk, Aboubakr Aqle, Ali Jaoua, Gautam Das, Nan Zhang
Optimized Processing of a Batch of Aggregate Queries over Hidden Databases. ICCA (2017)
Abolfazl Asudeh, Nan Zhang, Gautam Das
Query Reranking As A Service. CoRR (2016)
Kosetsu Ikeda, Atsuyuki Morishima, Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Collaborative Crowdsourcing with Crowd4U. Proc. VLDB Endow. 9 (13) (2016)
Azade Nazi, Mahashweta Das, Gautam Das
Web Item Reviewing Made Easy By Leveraging Available User Feedback. CoRR (2016)
Md Farhadur Rahman, Saad Bin Suhaim, Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
ANALOC: Efficient analytics over Location Based Services. ICDE (2016)
Zhuojie Zhou, Nan Zhang, Zhiguo Gong, Gautam Das
Faster Random Walks by Rewiring Online Social Networks On-the-Fly. ACM Trans. Database Syst. 40 (4) (2016)
Abolfazl Asudeh, Nan Zhang, Gautam Das
Query Reranking As A Service. Proc. VLDB Endow. 9 (11) (2016)
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
A holistic and principled approach for the empty-answer problem. VLDB J. 25 (4) (2016)
Md Farhadur Rahman, Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
HDBSCAN: Density based Clustering over Location Based Services. CoRR (2016)
Abolfazl Asudeh, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Discovering the Skyline of Web Databases. Proc. VLDB Endow. 9 (7) (2016)
Rajeshkumar Kannapalli, Azade Nazi, Mahashweta Das, Gautam Das
AD-WIRE: Add-on for Web Item Reviewing System. Proc. VLDB Endow. 9 (13) (2016)
Weimo Liu, Md Farhadur Rahman, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Aggregate Estimations over Location Based Services. CoRR (2015)
Weimo Liu, Md Farhadur Rahman, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Aggregate Estimations over Location Based Services. Proc. VLDB Endow. 8 (12) (2015)
Zhuojie Zhou, Nan Zhang, Gautam Das
Leveraging History for Faster Sampling of Online Social Networks. CoRR (2015)
Zhuojie Zhou, Nan Zhang, Gautam Das
Leveraging History for Faster Sampling of Online Social Networks. Proc. VLDB Endow. 8 (10) (2015)
Md Farhadur Rahman, Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Privacy Implications of Database Ranking. Proc. VLDB Endow. 8 (10) (2015)
Yachao Lu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Hidden Database Research and Analytics (HYDRA) System . IEEE Data Eng. Bull. 38 (3) (2015)
Alexios Kotsifakos, Alexandra Stefan, Vassilis Athitsos, Gautam Das, Panagiotis Papapetrou
DRESS: dimensionality reduction for efficient sequence search. Data Min. Knowl. Discov. 29 (5) (2015)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Task Assignment Optimization in Collaborative Crowdsourcing. ICDM (2015)
Gautam Das
Principled Optimization Frameworks for Query Reformulation of Database Queries. ExploreDB@SIGMOD/PODS (2015)
Azade Nazi, Mahashweta Das, Gautam Das
The TagAdvisor: Luring the Lurkers to Review Web Items. SIGMOD Conference (2015)
Mahashweta Das, Gautam Das
Structured Analytics in Social Media. Proc. VLDB Endow. 8 (12) (2015)
Azade Nazi, Zhuojie Zhou, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Walk, Not Wait: Faster Sampling Over Online Social Networks. Proc. VLDB Endow. 8 (6) (2015)
Habibur Rahman, Saravanan Thirumuruganathan, Senjuti Basu Roy, Sihem Amer-Yahia, Gautam Das
Worker Skill Estimation in Team-Based Tasks. Proc. VLDB Endow. 8 (11) (2015)
Abolfazl Asudeh, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Discovering the Skyline of Web Databases. CoRR (2015)
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Gautam Das
Answering Complex Queries in an Online Community Network. ICWSM (2015)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
"The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing. CoRR (2015)
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Task assignment optimization in knowledge-intensive crowdsourcing. VLDB J. 24 (4) (2015)
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Gautam Das
Querying Hidden Attributes in an Online Community Network. MASS (2015)
Naeemul Hassan, Huadong Feng, Ramesh Venkataraman, Gautam Das, Chengkai Li, Nan Zhang
Anything You Can Do, I Can Do Better: Finding Expert Teams by CrewScout. CIKM (2014)
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Khaled B. Shaban, Gautam Das
Query Hidden Attributes in Social Networks. ICDM Workshops (2014)
Nan Zhang, Chengkai Li, Naeemul Hassan, Sundaresan Rajasekaran, Gautam Das
On Skyline Groups. IEEE Trans. Knowl. Data Eng. 26 (4) (2014)
Saravanan Thirumuruganathan, Habibur Rahman, Sofiane Abbar, Gautam Das
Beyond Itemsets: Mining Frequent Featuresets over Structured Items. Proc. VLDB Endow. 8 (3) (2014)
Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Ali Jaoua
HDBTracker: Monitoring the Aggregates On Dynamic Hidden Web Databases. Proc. VLDB Endow. 7 (13) (2014)
Milad Eftekhar, Saravanan Thirumuruganathan, Gautam Das, Nick Koudas
Price trade-offs in social media advertising. COSN (2014)
Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Aggregate Estimation Over Dynamic Hidden Web Databases. CoRR (2014)
Saravanan Thirumuruganathan, Nan Zhang, Vagelis Hristidis, Gautam Das
Aggregate estimation over a microblog platform. SIGMOD Conference (2014)
Nan Zhang, Gautam Das
Exploration and mining of web repositories. WSDM (2014)
Azade Nazi, Zhuojie Zhou, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Walk, Not Wait: Faster Sampling Over Online Social Networks. CoRR (2014)
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
IQR: an interactive query relaxation system for the empty-answer problem. SIGMOD Conference (2014)
Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
An expressive framework and efficient algorithms for the analysis of collaborative tagging. VLDB J. 23 (2) (2014)
Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
Exploiting group recommendation functions for flexible preferences. ICDE (2014)
Md Farhadur Rahman, Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Rank-Based Inference over Web Databases. CoRR (2014)
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Optimization in Knowledge-Intensive Crowdsourcing. CoRR (2014)
Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
Aggregate Estimation Over Dynamic Hidden Web Databases. Proc. VLDB Endow. 7 (12) (2014)
Sofiane Abbar, Habibur Rahman, Saravanan Thirumuruganathan, Carlos Castillo, Gautam Das
Ranking item features by mining online user-item interactions. ICDE (2014)
Gautam Das
Exploration and Mining of Web Repositories. COMAD (2014)
Mahashweta Das, Habibur Rahman, Gautam Das, Vagelis Hristidis
Generating informative snippet to maximize item visibility. CIKM (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gautam Das