Arnab Nandi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 61

Top Topics

Informal Learning

Maximum Entropy

Query Execution

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Hojin Yoo, Arnab Nandi
Guided Querying over Videos using Autocompletion Suggestions. HILDA@SIGMOD (2024)
Raul Castro Fernandez, Arnab Nandi
Responsible Sharing of Spatiotemporal Data. SIGMOD Conference Companion (2024)
Dominik Winecki, Arnab Nandi
V2V: Efficiently Synthesizing Video Results for Video Queries. ICDE (2024)
Kishore Prakash, Shashwat Rao, Rayan Hamza, Jack Lukich, Vatsal Chaudhari, Arnab Nandi
Integrating LLMs into Database Systems Education. DataEd@SIGMOD (2024)
Ritesh Sarkhel, Xiaoqi Ren, Lauro Beltrão Costa, Guolong Su, Vincent Perot, Yanan Xie, Emmanouil Koukoumidis, Arnab Nandi
Noise-Aware Training of Layout-Aware Language Models. CoRR (2024)
Ritesh Sarkhel, Arnab Nandi
Cross-Modal Entity Matching for Visually Rich Documents. CoRR (2023)
Kristina Wolf, Dominik Winecki, Arnab Nandi
Camera-First Form Filling: Reducing the Friction in Climate Hazard Reporting. HILDA@SIGMOD (2023)
Codi J. Burley, Ritesh Sarkhel, Arnab Nandi
Quill: A Declarative Approach for Accelerating Augmented Reality Application Development. IEEE Data Eng. Bull. 45 (3) (2022)
Ritesh Sarkhel, Arnab Nandi
Improving Information Extraction from Visually Rich Documents using Visual Span Representations. Proc. VLDB Endow. 14 (5) (2021)
Meraj Ahmed Khan, Arnab Nandi
DreamStore: A Data Platform for Enabling Shared Augmented Reality. VR (2021)
Protiva Rahman, Arnab Nandi, Erinn Hade, Emily S. Patterson, Courtney L. Hebert
Amplifying Domain Expertise to Combat Antimicrobial Resistance. AMIA (2020)
Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy
Transfer Learning for Abstractive Summarization at Controllable Budgets. CoRR (2020)
Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy
Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths. COLING (2020)
Protiva Rahman, Lilong Jiang, Arnab Nandi
Evaluating interactive data systems. VLDB J. 29 (1) (2020)
Meraj Ahmed Khan, Arnab Nandi
Flux capacitors for JavaScript deloreans: approximate caching for physics-based data interaction. IUI (2019)
Jackson A. Killian, Kevin M. Passino, Arnab Nandi, Danielle R. Madden, John D. Clapp
Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data. KHD@IJCAI (2019)
Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath
Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data. KDD (2019)
Ritesh Sarkhel, Arnab Nandi
Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents. SIGMOD Conference (2019)
Protiva Rahman, Arnab Nandi
Transformer: a database-driven approach to generating forms for constrained interaction. IUI (2019)
Leilani Battle, Surajit Chaudhuri, Arnab Nandi
International Workshop on Human-In-the-Loop Data Analytics (HILDA). SIGMOD Conference (2019)
Codi J. Burley, Arnab Nandi
ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality. CIDR (2019)
Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath
Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data. CoRR (2019)
Ritesh Sarkhel, Arnab Nandi
Deterministic Routing between Layout Abstractions for Multi-Scale Classification of Visually Rich Documents. IJCAI (2019)
Jean-Daniel Fekete, Danyel Fisher, Arnab Nandi, Michael Sedlmair
Progressive Data Analysis and Visualization (Dagstuhl Seminar 18411). Dagstuhl Reports 8 (10) (2018)
Protiva Rahman, Erinn Hade, Arnab Nandi, Preeti Pancholi, Mark Lusberg, Kurt Stevenson, Courtney L. Hebert
Derivation of expert consensus rules for missing antimicrobial susceptibility data. AMIA (2018)
Lilong Jiang, Protiva Rahman, Arnab Nandi
Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines. SIGMOD Conference (2018)
Protiva Rahman, Courtney Hebert, Arnab Nandi
Enabling Effective Data Interaction for Domain Experts. ICHI (2018)
Feilong Liu, Niranjan Kamat, Spyros Blanas, Arnab Nandi
To Ship or Not to (Function) Ship (Extended version). CoRR (2018)
Niranjan Kamat, Arnab Nandi
A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Sobhan Moosavi, Arnab Nandi, Rajiv Ramnath
Discovery of Driving Patterns by Trajectory Segmentation. CoRR (2018)
Protiva Rahman, Courtney Hebert, Arnab Nandi
ICARUS: Minimizing Human Effort in Iterative Data Completion. Proc. VLDB Endow. 11 (13) (2018)
Sobhan Moosavi, Behrooz Omidvar-Tehrani, R. Bruce Craig, Arnab Nandi, Rajiv Ramnath
Characterizing Driving Context from Driver Behavior. SIGSPATIAL/GIS (2017)
Juan Felipe Beltran, Ziqi Huang, Azza Abouzied, Arnab Nandi
Don't Just Swipe Left, Tell Me Why: Enhancing Gesture-based Feedback with Reason Bins. IUI (2017)
Oliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi, Carmela Troncoso, Eugene Wu
Small Data. ICDE (2017)
Niranjan Kamat, Arnab Nandi
A Unified Correlation-based Approach to Sampling Over Joins. SSDBM (2017)
Sobhan Moosavi, Behrooz Omidvar-Tehrani, R. Bruce Craig, Arnab Nandi, Rajiv Ramnath
Characterizing Driving Context from Driver Behavior. CoRR (2017)
Arnab Nandi
Casual Querying: Facilitating Information Dissemination in Ad-hoc Environments. CIDR (2017)
Mohamed Sarwat, Arnab Nandi
On Designing a GeoViz-Aware Database System - Challenges and Opportunities. SSTD (2017)
Behrooz Omidvar-Tehrani, Arnab Nandi, Nicholas Meyer, Dalton Flanagan, Seth Young
DV8: Interactive Analysis of Aviation Data. ICDE (2017)
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10 (12) (2017)
Niranjan Kamat, Arnab Nandi
InfiniViz: Interactive Visual Exploration using Progressive Bin Refinement. CoRR (2017)
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
Data Tweening: Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10 (6) (2017)
Eugene Wu, Lilong Jiang, Larry Xu, Arnab Nandi
Graphical Perception in Animated Bar Charts. CoRR (2016)
Niranjan Kamat, Eugene Wu, Arnab Nandi
TrendQuery: a system for interactive exploration of trends. HILDA@SIGMOD (2016)
Arnab Nandi, Alan D. Fekete, Carsten Binnig
HILDA 2016 Workshop: A Report. IEEE Data Eng. Bull. 39 (4) (2016)
Sobhan Moosavi, Rajiv Ramnath, Arnab Nandi
Discovery of driving patterns by trajectory segmentation. SIGSPATIAL PhD Symposium (2016)
Arnab Nandi
Letter from the 2016 IEEE TCDE Early Career Award Winner. IEEE Data Eng. Bull. 39 (2) (2016)
Niranjan Kamat, Arnab Nandi
A Closer Look at Variance Implementations In Modern Database Systems. SIGMOD Rec. 45 (4) (2016)
Jiongqian Liang, David Fuhry, David Maung, Alexandra Borstad, Roger Crawfis, Lynne V. Gauthier, Arnab Nandi, Srinivasan Parthasarathy
Data Analytics Framework for A Game-based Rehabilitation System. Digital Health (2016)
Roee Ebenstein, Niranjan Kamat, Arnab Nandi
: An Execution Framework for Highly Interactive Query Workloads. SIGMOD Conference (2016)
Arnab Nandi, Meris Mandernach
Hackathons as an Informal Learning Platform. SIGCSE (2016)
Niranjan Kamat, Arnab Nandi
Perfect and Maximum Randomness in Stratified Sampling over Joins. CoRR (2016)
Lilong Jiang, Arnab Nandi
Designing Interactive Query Interfaces to Teach Database Systems in the Classroom. CHI Extended Abstracts (2015)
Arnab Nandi, Ziqi Huang, Man Cao, Micha Elsner, Lilong Jiang, Srinivasan Parthasarathy, Ramiya Venkatachalam
Interactive Tweaking of Text Analytics Dashboards. DNIS (2015)
Niranjan Kamat, Arnab Nandi
A Closer Look at Variance Implementations in Modern Database Systems. CoRR (2015)
Akash Das Sarma, Ayush Jain, Arnab Nandi, Aditya G. Parameswaran, Jennifer Widom
Surpassing Humans and Computers with JELLYBEAN: Crowd-Vision-Hybrid Counting Algorithms. HCOMP (2015)
H. V. Jagadish, Li Qian, Arnab Nandi
Organic databases. Int. J. Comput. Sci. Eng. 11 (3) (2015)
Ziqi Huang, Juan Felipe Beltran, Azza Abouzied, Arnab Nandi
Beyond Binary Gestures: Exploring Documents using Touch Interfaces. CHI Extended Abstracts (2015)
Lilong Jiang, Arnab Nandi
SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification. Proc. VLDB Endow. 8 (11) (2015)
Manirupa Das, Micha Elsner, Arnab Nandi, Rajiv Ramnath
TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals. WWW (Companion Volume) (2015)
Arnab Nandi
Breathing Life into Database Textbooks. CIDR (2015)
Yi Wang, Arnab Nandi, Gagan Agrawal
SAGA: array storage as a DB with support for structural aggregations. SSDBM (2014)
Prasanth Jayachandran, Karthik Tunga, Niranjan Kamat, Arnab Nandi
Combining User Interaction, Speculative Query Execution and Sampling in the DICE System. Proc. VLDB Endow. 7 (13) (2014)
Niranjan Kamat, Prasanth Jayachandran, Karthik Tunga, Arnab Nandi
Distributed and interactive cube exploration. ICDE (2014)
Arnab Nandi, Michael I. Mandel
The interactive join: recognizing gestures for database queries. CHI Extended Abstracts (2013)
Arnab Nandi, Lilong Jiang, Michael I. Mandel
Gestural Query Specification. Proc. VLDB Endow. 7 (4) (2013)
Arnab Nandi
Querying Without Keyboards. CIDR (2013)
Arnab Nandi
Keyboards, R.I.P. CIDR (2013)
Arnab Nandi, Stelios Paparizos, John C. Shafer, Rakesh Agrawal
With a little help from my friends. ICDE (2013)
David Fuhry, Yang Zhang, Venu Satuluri, Arnab Nandi, Srinivasan Parthasarathy
PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data. Proc. VLDB Endow. 6 (12) (2013)
Lilong Jiang, Michael I. Mandel, Arnab Nandi
GestureQuery: A Multitouch Database Query Interface. Proc. VLDB Endow. 6 (12) (2013)
Manish Singh, Arnab Nandi, H. V. Jagadish
Skimmer: rapid scrolling of relational query results. SIGMOD Conference (2012)
Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramakrishnan
Data Cube Materialization and Mining over MapReduce. IEEE Trans. Knowl. Data Eng. 24 (10) (2012)
Arnab Nandi, H. V. Jagadish
Guided Interaction: Rethinking the Query-Result Paradigm. Proc. VLDB Endow. 4 (12) (2011)
H. V. Jagadish, Arnab Nandi, Li Qian
Organic Databases. DNIS (2011)
Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramakrishnan
Distributed cube materialization on holistic measures. ICDE (2011)
Daniel Fabbri, Arnab Nandi, Kristen LeFevre, H. V. Jagadish
PrivatePond: Outsourced Management of Web Corpuses. WebDB (2009)
Arnab Nandi, H. V. Jagadish
Qunits: queried units in database search CoRR (2009)
Arnab Nandi, H. V. Jagadish
Qunits: queried units in database search. CIDR (2009)
Arnab Nandi, Philip A. Bernstein
HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching. Proc. VLDB Endow. 2 (1) (2009)
H. V. Jagadish, Adriane Chapman, Aaron Elkiss, Magesh Jayapandian, Yunyao Li, Arnab Nandi, Cong Yu
Making database systems usable. SIGMOD Conference (2007)
Arnab Nandi, H. V. Jagadish
Effective Phrase Prediction. VLDB (2007)
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
Michigan Molecular Interactions (MiMI): putting the jigsaw puzzle together. Nucleic Acids Res. 35 (Database-Issue) (2007)
Arnab Nandi, H. V. Jagadish
Assisted querying using instant-response interfaces. SIGMOD Conference (2007)
Soumen Chakrabarti, Jeetendra Mirchandani, Arnab Nandi
SPIN: searching personal information networks. SIGIR (2005)