Sameep Mehta

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 80

Top Venues

Publications

Rajmohan C, Ritwik Chaudhuri, Balaji Ganesan, Anupam Sanghi, Arvind Agarwal, Sameep Mehta
Tutorial on Semantic Automation for Data Discovery. COMAD/CODS (2023)
Rahul Madhavan, Rishabh Garg, Kahini Wadhawan, Sameep Mehta
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation. ACL (Findings) (2023)
Rahul Madhavan, Rishabh Garg, Kahini Wadhawan, Sameep Mehta
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation. CoRR (2023)
Daniel Karl I. Weidele, Gaetano Rossiello, Gregory Bramble, Abel N. Valente, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Mauro Martino, Nandana Mihindukulasooriya, Haritha Ananthakrishnan, Hendrik Strobelt, Hima Patel, Alfio Massimiliano Gliozzo, Owen Cornec, Ankush Gupta, Sameep Mehta, Manish Kesarwani, Horst Samulowitz, Oktie Hassanzadeh, Arvind Agarwal, Lisa Amini
Conversational GUI for Semantic Automation Layer. ISWC (Posters/Demos/Industry) (2023)
Sandeep Singamsetty, Nishtha Madaan, Sameep Mehta, Varad Bhatnagar, Pushpak Bhattacharyya
"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing. CoRR (2023)
Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. KDD (2023)
Yogesh Simmhan, Sameep Mehta
Workshop on Data Fabric for Hybrid Clouds (WDFHC). HiPCW (2022)
Aakash Khochare, Yogesh Simmhan, Sameep Mehta, Arvind Agarwal
Toward Scientific Workflows in a Serverless World. e-Science (2022)
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
Automatic Assessment of Quality of your Data for AI. COMAD/CODS (2022)
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Data Quality for Machine Learning Tasks. KDD (2021)
Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. CoRR (2021)
Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi
2nd International Workshop on Data Quality Assessment for Machine Learning. KDD (2021)
Shazia Afzal, Rajmohan C, Manish Kesarwani, Sameep Mehta, Hima Patel
Data Readiness Report. SMDS (2021)
Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel
1st International Workshop on Data Assessment and Readiness for AI. PAKDD (Workshops) (2021)
Kalapriya Kannan, Abhishek Singh, Mudit Verma, Praveen Jayachandran, Sameep Mehta
Blockchain-Based Platform for Trusted Collaborations on Data and AI Models. Blockchain (2020)
Karan Dabas, Nishtha Madaan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty
Fair Transfer of Multiple Style Attributes in Text. CoRR (2020)
Balaji Ganesan, Hima Patel, Sameep Mehta
Explainable Link Prediction for Privacy-Preserving Contact Tracing. CoRR (2020)
Shazia Afzal, Rajmohan C, Manish Kesarwani, Sameep Mehta, Hima Patel
Data Readiness Report. CoRR (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership preserving AI Market Places using Blockchain. CoRR (2020)
Nishtha Madaan, Mudit Saxena, Hima Patel, Sameep Mehta
Feedback-Based Keyphrase Extraction from Unstructured Text Documents. COMSNETS (2020)
Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions. ICPR (2020)
Himanshu Gupta, Rajmohan C, Sameep Mehta, Kiran Pulapa
On Efficiently Processing Business Lineage Queries. IEEE BigData (2020)
Avneet Kaur, Maitree Leekha, Utkarsh Chawla, Ayush Agarwal, Mudit Saxena, Nishtha Madaan, Kalapriya Kannan, Sameep Mehta
Multidimensional Analysis of Trust in News Articles (Student Abstract). AAAI (2020)
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Overview and Importance of Data Quality for Machine Learning Tasks. KDD (2020)
Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru
Hardening Deep Neural Networks via Adversarial Model Cascades. IJCNN (2019)
Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay
Radial Loss for Learning Fine-grained Video Similarity Metric. ICASSP (2019)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership Preserving AI Market Places Using Blockchain. Blockchain (2019)
Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta
Learning Convolutional Neural Networks with Deep Part Embeddings. ICASSP (2019)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
A novel feature transform framework using deep neural network for multimodal floor plan retrieval. Int. J. Document Anal. Recognit. 22 (4) (2019)
Pranay Lohia, Kalapriya Kannan, Biplav Srivastava, Sameep Mehta
Design diagrams as ontological source. ESEC/SIGSOFT FSE (2019)
Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang
Think Your Artificial Intelligence Software Is Fair? Think Again. IEEE Softw. 36 (4) (2019)
Matthew Arnold, Rachel K. E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, David Piorkowski, Darrell Reimer, John T. Richards, Jason Tsay, Kush R. Varshney
FactSheets: Increasing trust in AI services through supplier's declarations of conformity. IBM J. Res. Dev. 63 (4/5) (2019)
Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias. IBM J. Res. Dev. 63 (4/5) (2019)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
On Efficiently Processing Workflow Provenance Queries in Spark. ICDCS (2019)
Nishtha Madaan, Gautam Singh, Sameep Mehta, Aditya Chetan, Brihi Joshi
Generating Clues for Gender based Occupation De-biasing in Text. CoRR (2018)
Kalapriya Kannan, Rema Ananthanarayanan, Sameep Mehta
What is my data worth? From data properties to data value. CoRR (2018)
Abhishek Laddha, Salil Joshi, Samiulla Shaikh, Sameep Mehta
Joint Distributed Representation of Text and Structure of Semi-Structured Documents. HT (2018)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
REXplore: A Sketch Based Interactive Explorer for Real Estates Using Building Floor Plan Images. ISM (2018)
Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru
Hardening Deep Neural Networks via Adversarial Model Cascades. CoRR (2018)
Rashmi Nagpal, Chetna Wadhwa, Mallika Gupta, Samiulla Shaikh, Sameep Mehta, Vikram Goyal
Extracting Fairness Policies from Legal Documents. CoRR (2018)
Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta
Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction. AAAI (2018)
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta
Model Extraction Warning in MLaaS Paradigm. ACSAC (2018)
Himanshu Gupta, Sandeep Hans, Kushagra Aggarwal, Sameep Mehta, Bapi Chatterjee, Praveen Jayachandran
Efficiently Processing Temporal Queries on Hyperledger Fabric. ICDE (2018)
Abhinav Jain, Nitin Gupta, Shashank Mujumdar, Sameep Mehta, Rishi Madhok
Content Driven Enrichment of Formal Text using Concept Definitions and Applications. HT (2018)
Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta
Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video. ICPR (2018)
Gagandeep Singh, Akshar Kaul, Sameep Mehta
Secure k-NN as a Service over Encrypted Data in Multi-User Setting. IEEE CLOUD (2018)
Adit Krishnan, Deepak P, Sayan Ranu, Sameep Mehta
Leveraging semantic resources in diversified query expansion. World Wide Web 21 (4) (2018)
Nishtha Madaan, Sameep Mehta, Taneea S. Agrawaal, Vrinda Malhotra, Aditi Aggarwal, Yatin Gupta, Mayank Saxena
Analyze, Detect and Remove Gender Stereotyping from Bollywood Movies. FAT (2018)
Suranjana Samanta, Sameep Mehta
Generating Adversarial Text Samples. ECIR (2018)
Nishtha Madaan, Sameep Mehta, Shravika Mittal, Ashima Suvarna
Judging a Book by its Description : Analyzing Gender Stereotypes in the Man Bookers Prize Winning Fiction. CoRR (2018)
Michael Hind, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, Kush R. Varshney
Increasing Trust in AI Services through Supplier's Declarations of Conformity. CoRR (2018)
Himanshu Gupta, Sandeep Hans, Sameep Mehta, Praveen Jayachandran
On Building Efficient Temporal Indexes on Hyperledger Fabric. IEEE CLOUD (2018)
Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, Sameep Mehta, Debdeep Mukhopadhyay
Efficient Secure k-Nearest Neighbours over Encrypted Data. EDBT (2018)
Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta
Learning an Order Preserving Image Similarity through Deep Ranking. ICPR (2018)
Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Semantic Understanding for Contextual In-Video Advertising. AAAI (2018)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
Efficiently Processing Workflow Provenance Queries on SPARK. CoRR (2018)
Gagandeep Singh, Akshar Kaul, Sameep Mehta
Secure k-NN as a Service Over Encrypted Data in Multi-User Setting. CoRR (2018)
Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. CoRR (2018)
Himanshu Gupta, Sameep Mehta, Sandeep Hans, Bapi Chatterjee, Pranay Lohia, Rajmohan C
Provenance in Context of Hadoop as a Service (HaaS) - State of the Art and Research Directions. CLOUD (2017)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans. ICDAR (2017)
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta
Model Extraction Warning in MLaaS Paradigm. CoRR (2017)
Nishtha Madaan, Sameep Mehta, Taneea S. Agrawaal, Vrinda Malhotra, Aditi Aggarwal, Mayank Saxena
Analyzing Gender Stereotyping in Bollywood Movies. CoRR (2017)
Ananda Swarup Das, Sameep Mehta, L. Venkata Subramaniam
AnnoFin-A hybrid algorithm to annotate financial text. Expert Syst. Appl. 88 (2017)
Samiulla Shaikh, Harit Vishwakarma, Sameep Mehta, Kush R. Varshney, Karthikeyan Natesan Ramamurthy, Dennis Wei
An End-To-End Machine Learning Pipeline That Ensures Fairness Policies. CoRR (2017)
Nishtha Madaan, Sameep Mehta, Mayank Saxena, Aditi Aggarwal, Taneea S. Agrawaal, Vrinda Malhotra
Bollywood Movie Corpus for Text, Images and Videos. CoRR (2017)
Saloni Baweja, Aniya Aggarwal, Vikram Goyal, Sameep Mehta
Automatic Retrieval of Actionable Information from Disaster-related Microblogs. FIRE (Working Notes) (2017)
Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta
Coherent Visual Description of Textual Instructions. ISM (2017)
Atul Kumar, Sameep Mehta, Deepak Vijaykeerthy
An Introduction to Adversarial Machine Learning. BDA (2017)
Nitin Gupta, Ankush Gupta, Vikas Joshi, L. Venkata Subramaniam, Sameep Mehta
Deep Attribute Driven Image Similarity Learning Using Limited Data. ISM (2017)
Suranjana Samanta, Sameep Mehta
Towards Crafting Text Adversarial Samples. CoRR (2017)
Atul Kumar, Sameep Mehta
A Survey on Resilient Machine Learning. CoRR (2017)
Sameep Mehta
Introduction to Knowledge Graph Stores with Applications. COMAD (2016)
Adit Krishnan, Deepak Padmanabhan, Sayan Ranu, Sameep Mehta
Select, Link and Rank: Diversified Query Expansion and Entity Ranking Using Wikipedia. WISE (1) (2016)
Sameep Mehta, Dhaval Patel
Tools, Techniques and Case Studies for Text Analytics for Real World Problems. COMAD (2016)
Ankita Likhyani, Deepak Padmanabhan, Srikanta J. Bedathur, Sameep Mehta
Inferring and Exploiting Categories for Next Location Prediction. WWW (Companion Volume) (2015)
Deepak P, Sayan Ranu, Prithu Banerjee, Sameep Mehta
Entity Linking for Web Search Queries. ECIR (2015)
Danish Contractor, Bhupesh Chawda, Sameep Mehta, L. Venkata Subramaniam, Tanveer A. Faruquie
Tracking Political Elections on Social Media: Applications and Experience. IJCAI (2015)
Sahisnu Mazumder, Sameep Mehta, Dhaval Patel
Identifying Top-k Consistent News-Casters on Twitter. CIKM (2015)
Shamanth Kumar, Huan Liu, Sameep Mehta, L. Venkata Subramaniam
Exploring a Scalable Solution to Identifying Events in Noisy Twitter Streams. ASONAM (2015)
Samleo L. Joseph, Jizhong Xiao, Xiaochen Zhang, Bhupesh Chawda, Kanika Narang, Nitendra Rajput, Sameep Mehta, L. Venkata Subramaniam
Being Aware of the World: Toward Using Social Media to Support the Blind With Navigation. IEEE Trans. Hum. Mach. Syst. 45 (3) (2015)
Sampath Kameshwaran, Vinayaka Pandit, Sameep Mehta, Ambika Agarwal, Kashyap Dixit
Outcome aware ranking in value creation networks. Knowl. Inf. Syst. 38 (3) (2014)
Rudra M. Tripathy, Shashank Sharma, Sachindra Joshi, Sameep Mehta, Amitabha Bagchi
Theme Based Clustering of Tweets. CODS (2014)
Shamanth Kumar, Huan Liu, Sameep Mehta, L. Venkata Subramaniam
From Tweets to Events: Exploring a Scalable Solution for Twitter Streams. CoRR (2014)
Sahisnu Mazumder, Dhaval Patel, Sameep Mehta
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK (2014)
Rudra M. Tripathy, Amitabha Bagchi, Sameep Mehta
Towards combating rumors in social networks: Models and metrics. Intell. Data Anal. 17 (1) (2013)
Sameep Mehta, Rakesh Pimplikar, Amit Singh, Lav R. Varshney, Karthik Visweswariah
Efficient multifaceted screening of job applicants. EDBT (2013)
Kanika Narang, Seema Nagar, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey
Discovery and Analysis of Evolving Topical Social Discussions on Unstructured Microblogs. ECIR (2013)
Rahul Goyal, Ravee Malla, Amitabha Bagchi, Sameep Mehta, Maya Ramanath
ESTHETE: a news browsing system to visualize the context and evolution of news stories. CIKM (2013)
Sameep Mehta, L. Venkata Subramaniam
Tutorial: Social Media Analytics. BDA (2013)
Seema Nagar, Kanika Narang, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey
Topical Discussions on Unstructured Microblogs: Analysis from a Geographical Perspective. WISE (2) (2013)
Sameep Mehta, L. Venkata Subramaniam
NLP for uncertain data at scale. HLT-NAACL (2013)
Kanika Narang, Seema Nagar, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey
An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events. IJCNLP (2013)
Kuldeep Yadav, Dipanjan Chakraborty, Sonia Soubam, Naveen Prathapaneni, Vikrant Nandakumar, Vinayak S. Naik, Nithya Rajamani, L. Venkata Subramaniam, Sameep Mehta, Pradipta De
Human sensors: Case-study of open-ended community sensing in developing regions. PerCom Workshops (2013)
Soujanya Soni, Sameep Mehta, Sandeep Hans
Data validation for business continuity planning. SOLI (2012)
Sameep Mehta, L. Venkata Subramaniam
Reliability Aware Data Fusion. COMAD (2012)
Rakesh Pimplikar, Sameep Mehta
RETRAiN: A REcommendation Tool for Reconfiguration of RetAil BaNk Branch. ICSOC (2012)
Mayuri Duggirala, Sameep Mehta, Nanda Kambhatla, Pooja Arya
Employee Engagement: Conceptual Model and Computation Framework. SRII Global Conference (2012)
Soujanya Soni, Sameep Mehta, Sandeep Hans
Towards Providing Data Validation as a Service. IEEE SCC (2012)
Sameep Mehta, Girish Chafle, Gyana R. Parija, Vikas Kedia
A System for Providing Differentiated QoS in Retail Banking. IJCAI (2011)
Sai Zeng, Jim Alain Laredo, Sameep Mehta, Himanshu Chauhan, Ashish Verma, Douglas Williams, Beth Browne
An Evidence Based Analytical Approach for Process Automation: Case Study in Finance and Administration Process Delivery Services. ICEBE (2011)

Sameep Mehta.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sameep Mehta