Arnab Nandi

According to our database, Arnab Nandi authored at least 80 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Noise-Aware Training of Layout-Aware Language Models.

Ritesh Sarkhel, Xiaoqi Ren, Lauro Beltrão Costa, Guolong Su, Vincent Perot, Yanan Xie, Emmanouil Koukoumidis, Arnab Nandi

CoRR, 2024

Responsible Sharing of Spatiotemporal Data.

Raul Castro Fernandez, Arnab Nandi

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

V2V: Efficiently Synthesizing Video Results for Video Queries.

Dominik Winecki, Arnab Nandi

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Guided Querying over Videos using Autocompletion Suggestions.

Hojin Yoo, Arnab Nandi

Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics, 2024

Integrating LLMs into Database Systems Education.

Kishore Prakash, Shashwat Rao, Rayan Hamza, Jack Lukich, Vatsal Chaudhari, Arnab Nandi

Proceedings of the 3rd International Workshop on Data Systems Education: Bridging education practice with education research, 2024

2023

Cross-Modal Entity Matching for Visually Rich Documents.

Ritesh Sarkhel, Arnab Nandi

CoRR, 2023

Camera-First Form Filling: Reducing the Friction in Climate Hazard Reporting.

Kristina Wolf, Dominik Winecki, Arnab Nandi

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2023

2022

Quill: A Declarative Approach for Accelerating Augmented Reality Application Development.

Codi J. Burley, Ritesh Sarkhel, Arnab Nandi

IEEE Data Eng. Bull., 2022

2021

Improving Information Extraction from Visually Rich Documents using Visual Span Representations.

Ritesh Sarkhel, Arnab Nandi

Proc. VLDB Endow., 2021

DreamStore: A Data Platform for Enabling Shared Augmented Reality.

Meraj Ahmed Khan, Arnab Nandi

Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021

2020

Evaluating interactive data systems.

Protiva Rahman, Lilong Jiang, Arnab Nandi

VLDB J., 2020

Transfer Learning for Abstractive Summarization at Controllable Budgets.

Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy

CoRR, 2020

Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths.

Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Amplifying Domain Expertise to Combat Antimicrobial Resistance.

Protiva Rahman, Arnab Nandi, Erinn Hade, Emily S. Patterson, Courtney L. Hebert

Proceedings of the AMIA 2020, 2020

2019

Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents.

Ritesh Sarkhel, Arnab Nandi

Proceedings of the 2019 International Conference on Management of Data, 2019

International Workshop on Human-In-the-Loop Data Analytics (HILDA).

Leilani Battle, Surajit Chaudhuri, Arnab Nandi

Proceedings of the 2019 International Conference on Management of Data, 2019

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.

Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Transformer: a database-driven approach to generating forms for constrained interaction.

Protiva Rahman, Arnab Nandi

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Flux capacitors for JavaScript deloreans: approximate caching for physics-based data interaction.

Meraj Ahmed Khan, Arnab Nandi

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Deterministic Routing between Layout Abstractions for Multi-Scale Classification of Visually Rich Documents.

Ritesh Sarkhel, Arnab Nandi

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data.

Jackson A. Killian, Kevin M. Passino, Arnab Nandi, Danielle R. Madden, John D. Clapp

Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality.

Codi J. Burley, Arnab Nandi

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration.

Niranjan Kamat, Arnab Nandi

ACM Trans. Knowl. Discov. Data, 2018

ICARUS: Minimizing Human Effort in Iterative Data Completion.

Protiva Rahman, Courtney Hebert, Arnab Nandi

Proc. VLDB Endow., 2018

Progressive Data Analysis and Visualization (Dagstuhl Seminar 18411).

Jean-Daniel Fekete, Danyel Fisher, Arnab Nandi, Michael Sedlmair

Dagstuhl Reports, 2018

To Ship or Not to (Function) Ship (Extended version).

Feilong Liu, Niranjan Kamat, Spyros Blanas, Arnab Nandi

CoRR, 2018

Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines.

Lilong Jiang, Protiva Rahman, Arnab Nandi

Proceedings of the 2018 International Conference on Management of Data, 2018

Enabling Effective Data Interaction for Domain Experts.

Protiva Rahman, Courtney Hebert, Arnab Nandi

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Derivation of expert consensus rules for missing antimicrobial susceptibility data.

Protiva Rahman, Erinn Hade, Arnab Nandi, Preeti Pancholi, Mark Lusberg, Kurt Stevenson, Courtney L. Hebert

Proceedings of the AMIA 2018, 2018

2017

DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms.

Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein

Proc. VLDB Endow., 2017

Data Tweening: Incremental Visualization of Data Transforms.

Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein

Proc. VLDB Endow., 2017

InfiniViz: Interactive Visual Exploration using Progressive Bin Refinement.

Niranjan Kamat, Arnab Nandi

CoRR, 2017

A Unified Correlation-based Approach to Sampling Over Joins.

Niranjan Kamat, Arnab Nandi

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

On Designing a GeoViz-Aware Database System - Challenges and Opportunities.

Mohamed Sarwat, Arnab Nandi

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Don't Just Swipe Left, Tell Me Why: Enhancing Gesture-based Feedback with Reason Bins.

Juan Felipe Beltran, Ziqi Huang, Azza Abouzied, Arnab Nandi

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

DV8: Interactive Analysis of Aviation Data.

Behrooz Omidvar-Tehrani, Arnab Nandi, Nicholas Meyer, Dalton Flanagan, Seth Young

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Small Data.

Oliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi, Carmela Troncoso, Eugene Wu

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Characterizing Driving Context from Driver Behavior.

Sobhan Moosavi, Behrooz Omidvar-Tehrani, R. Bruce Craig, Arnab Nandi, Rajiv Ramnath

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Casual Querying: Facilitating Information Dissemination in Ad-hoc Environments.

Arnab Nandi

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

A Closer Look at Variance Implementations In Modern Database Systems.

Niranjan Kamat, Arnab Nandi

SIGMOD Rec., 2016

HILDA 2016 Workshop: A Report.

Arnab Nandi, Alan D. Fekete, Carsten Binnig

IEEE Data Eng. Bull., 2016

Letter from the 2016 IEEE TCDE Early Career Award Winner.

Arnab Nandi

IEEE Data Eng. Bull., 2016

Graphical Perception in Animated Bar Charts.

Eugene Wu, Lilong Jiang, Larry Xu, Arnab Nandi

CoRR, 2016

Perfect and Maximum Randomness in Stratified Sampling over Joins.

Niranjan Kamat, Arnab Nandi

CoRR, 2016

TrendQuery: a system for interactive exploration of trends.

Niranjan Kamat, Eugene Wu, Arnab Nandi

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

<i>FluxQuery</i>: An Execution Framework for Highly Interactive Query Workloads.

Roee Ebenstein, Niranjan Kamat, Arnab Nandi

Proceedings of the 2016 International Conference on Management of Data, 2016

Hackathons as an Informal Learning Platform.

Arnab Nandi, Meris Mandernach

Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016

Discovery of driving patterns by trajectory segmentation.

Sobhan Moosavi, Rajiv Ramnath, Arnab Nandi

Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, 2016

Data Analytics Framework for A Game-based Rehabilitation System.

Jiongqian Liang, David Fuhry, David Maung, Alexandra Borstad, Roger Crawfis, Lynne V. Gauthier, Arnab Nandi, Srinivasan Parthasarathy

Proceedings of the 6th International Conference on Digital Health Conference, 2016

2015

SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification.

Lilong Jiang, Arnab Nandi

Proc. VLDB Endow., 2015

Organic databases.

H. V. Jagadish, Li Qian, Arnab Nandi

Int. J. Comput. Sci. Eng., 2015

TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals.

Manirupa Das, Micha Elsner, Arnab Nandi, Rajiv Ramnath

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Surpassing Humans and Computers with JELLYBEAN: Crowd-Vision-Hybrid Counting Algorithms.

Akash Das Sarma, Ayush Jain, Arnab Nandi, Aditya G. Parameswaran, Jennifer Widom

Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Interactive Tweaking of Text Analytics Dashboards.

Arnab Nandi, Ziqi Huang, Man Cao, Micha Elsner, Lilong Jiang, Srinivasan Parthasarathy, Ramiya Venkatachalam

Proceedings of the Databases in Networked Information Systems, 2015

Breathing Life into Database Textbooks.

Arnab Nandi

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

Designing Interactive Query Interfaces to Teach Database Systems in the Classroom.

Lilong Jiang, Arnab Nandi

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Beyond Binary Gestures: Exploring Documents using Touch Interfaces.

Ziqi Huang, Juan Felipe Beltran, Azza Abouzied, Arnab Nandi

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014

Combining User Interaction, Speculative Query Execution and Sampling in the DICE System.

Prasanth Jayachandran, Karthik Tunga, Niranjan Kamat, Arnab Nandi

Proc. VLDB Endow., 2014

SAGA: array storage as a DB with support for structural aggregations.

Yi Wang, Arnab Nandi, Gagan Agrawal

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Distributed and interactive cube exploration.

Niranjan Kamat, Prasanth Jayachandran, Karthik Tunga, Arnab Nandi

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Gestural Query Specification.

Arnab Nandi, Lilong Jiang, Michael I. Mandel

Proc. VLDB Endow., 2013

GestureQuery: A Multitouch Database Query Interface.

Lilong Jiang, Michael I. Mandel, Arnab Nandi

Proc. VLDB Endow., 2013

PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data.

David Fuhry, Yang Zhang, Venu Satuluri, Arnab Nandi, Srinivasan Parthasarathy

Proc. VLDB Endow., 2013

With a little help from my friends.

Arnab Nandi, Stelios Paparizos, John C. Shafer, Rakesh Agrawal

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Querying Without Keyboards.

Arnab Nandi

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Keyboards, R.I.P.

Arnab Nandi

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

The interactive join: recognizing gestures for database queries.

Arnab Nandi, Michael I. Mandel

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

Data Cube Materialization and Mining over MapReduce.

Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramakrishnan

IEEE Trans. Knowl. Data Eng., 2012

Skimmer: rapid scrolling of relational query results.

Manish Singh, Arnab Nandi, H. V. Jagadish

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

Answering Imprecise Structured Search Queries.

Arnab Nandi

PhD thesis, 2011

Guided Interaction: Rethinking the Query-Result Paradigm.

Arnab Nandi, H. V. Jagadish

Proc. VLDB Endow., 2011

Distributed cube materialization on holistic measures.

Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramakrishnan

Proceedings of the 27th International Conference on Data Engineering, 2011

2009

HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching.

Arnab Nandi, Philip A. Bernstein

Proc. VLDB Endow., 2009

PrivatePond: Outsourced Management of Web Corpuses.

Daniel Fabbri, Arnab Nandi, Kristen LeFevre, H. V. Jagadish

Proceedings of the 12th International Workshop on the Web and Databases, 2009

Qunits: queried units in database search.

Arnab Nandi, H. V. Jagadish

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2007

Michigan Molecular Interactions (MiMI): putting the jigsaw puzzle together.

Magesh Jayapandian, Adriane Chapman, V. Glenn Tarcea, Cong Yu, Aaron Elkiss, Angela Ianni, Bin Liu, Arnab Nandi, Carlos Santos, Philip C. Andrews, Brian D. Athey, David J. States, H. V. Jagadish

Nucleic Acids Res., 2007

Effective Phrase Prediction.

Arnab Nandi, H. V. Jagadish

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Assisted querying using instant-response interfaces.

Arnab Nandi, H. V. Jagadish

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Making database systems usable.

H. V. Jagadish, Adriane Chapman, Aaron Elkiss, Magesh Jayapandian, Yunyao Li, Arnab Nandi, Cong Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

2005

SPIN: searching personal information networks.

Soumen Chakrabarti, Jeetendra Mirchandani, Arnab Nandi

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005