Sunita Sarawagi

发表

Conceptual Data Model

Bing Liu, Gottfried Vossen, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Indexing OLAP Data

Sunita Sarawagi, 1997, IEEE Data Eng. Bull..

Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials

Rahul Gupta, Sunita Sarawagi, Ajit A. Diwan, 2010, J. Mach. Learn. Res..

Surprisingly Easy Hard-Attention for Sequence to Sequence Learning

Sunita Sarawagi, Shiv Shankar, Siddhant Garg, 2018, EMNLP.

Information Extraction

Sunita Sarawagi, Sunita Sarawagi, 2008 .

Joint training for open-domain extraction on the web: exploiting overlap when supervision is limited

Rahul Gupta, Sunita Sarawagi, 2011, WSDM '11.

Automatic segmentation of text into structured records

Sunita Sarawagi, Vinayak R. Borkar, Kaustubh Deshmukh, 2001, SIGMOD '01.

Scaling multi-class support vector machines using inter-class confusion

Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole, 2002, KDD.

Efficient Organization of Large Multidimensional

Michael Stonebraker, Sunita Sarawagi, 1993 .

Trainable Calibration Measures For Neural Networks From Kernel Mean Embeddings

Sunita Sarawagi, Aviral Kumar, Ujjwal Jain, 2018, ICML.

Resolving citations in a paper repository

Sunita Sarawagi, V. G. Vinod Vydiswaran, Sumana Srinivasan, 2003, SKDD.

Efficient Batch Top-k Search for Dictionary-based Entity Recognition

Sunita Sarawagi, Amit Chandel, P. C. Nagesh, 2006, 22nd International Conference on Data Engineering (ICDE'06).

Numerical Relation Extraction with Minimal Supervision

Ganesh Ramakrishnan, Sunita Sarawagi, Ashish Mittal, 2016, AAAI.

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Efficient Domain Generalization via Common-Specific Low-Rank Decomposition pdf

Sunita Sarawagi, Praneeth Netrapalli, Vihari Piratla, 2020, ICML.

Queries over Unstructured Data: Probabilistic Methods to the Rescue - (Keynote)

Sunita Sarawagi, Sunita Sarawagi, 2009, BIRTE.

Black-box Adaptation of ASR for Accented Speech

Sunita Sarawagi, Preethi Jyothi, Kartik Khandelwal, 2020, INTERSPEECH.

iDiff: Informative Summarization of Differences in Multidimensional Aggregates

Sunita Sarawagi, Sunita Sarawagi, 2001, Data Mining and Knowledge Discovery.

Efficient set joins on similarity predicates

Sunita Sarawagi, Alok Kirpal, Sunita Sarawagi, 2004, SIGMOD '04.

Column Segmentation

Sunita Sarawagi, Sunita Sarawagi, 2009, Encyclopedia of Database Systems.

Document Classification Through Interactive Supervision of Document and Term Labels

Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti, 2004, PKDD.

Occurrence Statistics of Entities, Relations and Types on the Web pdf

Sunita Sarawagi, Aman Madaan, 2016, ArXiv.

HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels

Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti, 2004, PKDD.

Enhancing Search with Structure

S. Sudarshan, Sunita Sarawagi, Soumen Chakrabarti, 2010, IEEE Data Eng. Bull..

MAP estimation in Binary MRFs via Bipartite Multi-cuts

Sunita Sarawagi, Sashank J. Reddi, Sundar Vishwanathan, 2010, NIPS.

User-Adaptive Exploration of Multidimensional Data

Sunita Sarawagi, Sunita Sarawagi, 2000, VLDB.

Robust Data Programming with Precision-guided Labeling Functions

Ganesh Ramakrishnan, Sunita Sarawagi, Oishik Chatterjee, 2020, AAAI.

ALIAS: An Active Learning led Interactive Deduplication System

Anuradha Bhamidipaty, Sunita Sarawagi, Chandra Mouli, 2002, VLDB.

Length bias in Encoder Decoder Models and a Case for Global Conditioning pdf

Sunita Sarawagi, Pavel Sountsov, Sunita Sarawagi, 2016, EMNLP.

Scaling up the ALIAS duplicate elimination system: a demonstration

Sunita Sarawagi, Alok Kirpal, 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).

Database systems for efficient access to tertiary memory

Sunita Sarawagi, 1995, Proceedings of IEEE 14th Symposium on Mass Storage Systems.

Sequence data mining techniques and applications

Sunita Sarawagi, 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).

Intelligent Rollups in Multidimensional OLAP Data

Sunita Sarawagi, Gayatri Sathe, Sunita Sarawagi, 2001, VLDB.

Sequence Data Mining

Sunita Sarawagi, Sunita Sarawagi, 2005 .

Computer Human Interaction (CHI)

Gottfried Vossen, Qing Li, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Letter from the Research Track Co-Chair

Sunita Sarawagi, 2011, Proc. VLDB Endow..

i3: intelligent, interactive investigation of OLAP data cubes

Sunita Sarawagi, Gayatri Sathe, Sunita Sarawagi, 2000, SIGMOD '00.

Posterior Attention Models for Sequence to Sequence Learning

Sunita Sarawagi, Shiv Shankar, Sunita Sarawagi, 2018, ICLR.

Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection

Sunita Sarawagi, J. Saketha Nath, Arun Shankar Iyer, 2014, ICML.

Continual Learning with Neural Networks: A Review

Sunita Sarawagi, Abhijeet Awasthi, Sunita Sarawagi, 2019, COMAD/CODS.

On computing the data cube

Sunita Sarawagi, Rakesh Agrawal, Abhishek Kumar Gupta, 1996 .

Extracting predicates from mining models for efficient query evaluation

Surajit Chaudhuri, Sunita Sarawagi, Vivek R. Narasayya, 2004, TODS.

Efficient inference on sequence segmentation models

Sunita Sarawagi, Sunita Sarawagi, 2006, ICML.

Discriminative Methods for Multi-labeled Classification

Sunita Sarawagi, Shantanu Godbole, Sunita Sarawagi, 2004, PAKDD.

Conceptual Modeling for Spatio-Temporal Applications

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Answering Table Queries on the Web using Column Keywords

Sunita Sarawagi, Rakesh Pimplikar, Sunita Sarawagi, 2012, Proc. VLDB Endow..

Models and Indices for Integrating Unstructured Data with a Relational Database

Sunita Sarawagi, Sunita Sarawagi, 2004, KDID.

Column Segmentation

Sunita Sarawagi, 2018, Encyclopedia of Database Systems.

Learning from Rules Generalizing Labeled Exemplars pdf

Sunita Sarawagi, Abhijeet Awasthi, Sabyasachi Ghosh, 2020, ICLR.

Data mining models as services on the internet

Sunita Sarawagi, Sree Hari Nagaralu, 2000, SKDD.

ABSTRACT Efficient set joins on similarity predicates

Sunita Sarawagi, Alok S. Kirpal, Sunita Sarawagi, 2004 .

Explaining Differences in Multidimensional Aggregates

Sunita Sarawagi, Sunita Sarawagi, 1999, VLDB.

Open-domain quantity queries on web tables: annotation, response, and consensus models

Sunita Sarawagi, Soumen Chakrabarti, 2014, KDD.

Cross-training: learning probabilistic mappings between topics

Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole, 2003, KDD '03.

Active Evaluation of Classifiers on Large Datasets

Sunita Sarawagi, Namit Katariya, Arun Shankar Iyer, 2012, 2012 IEEE 12th International Conference on Data Mining.

Integrating Mining with Relational Database Systems: Alternatives and Implications.

Sunita Sarawagi, Rakesh Agrawal, Shiby Thomas, 1998, SIGMOD 1998.

Answering Table Augmentation Queries from Unstructured Lists on the Web

Rahul Gupta, Sunita Sarawagi, 2009, Proc. VLDB Endow..

Connectionist Model

Bing Liu, Gottfried Vossen, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Correlation Clustering

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

NLP Service APIs and Models for Efficient Registration of New Clients pdf

Sunita Sarawagi, Soumen Chakrabarti, Vihari Piratla, 2020, EMNLP.

VLDB Endowment Board of Trustees

Jennifer Widom, Janis A. Bubenko, David J. DeWitt, 2007, VLDB.

ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting pdf

Sunita Sarawagi, Srayanta Mukherjee, Krishnendu Chaudhury, 2018, ArXiv.

Accurate max-margin training for structured output spaces

Rahul Gupta, Sunita Sarawagi, Sunita Sarawagi, 2008, ICML '08.

Discovery-Driven Exploration of OLAP Data Cubes

Nimrod Megiddo, Sunita Sarawagi, Rakesh Agrawal, 1998, EDBT.

Long Horizon Forecasting with Temporal Point Processes pdf

Sunita Sarawagi, Abir De, Prathamesh Deshpande, 2021, WSDM.

Conditional Routing

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Exploiting dictionaries in named entity extraction: combining semi-Markov extraction processes and data integration methods

William W. Cohen, Sunita Sarawagi, Sunita Sarawagi, 2004, KDD.

Domain Adaptation of Conditional Probability Models Via Feature Subsetting

Sunita Sarawagi, Sandeepkumar Satpal, Sunita Sarawagi, 2007, PKDD.

Mining Subjective Properties on the Web

Rahul Gupta, Alon Y. Halevy, Sunita Sarawagi, 2015, SIGMOD Conference.

Biography and Position Statement.

Sunita Sarawagi, Soumen Chakrabarti, Sundararajarao Sudarshan, 2010 .

Query Processing in Tertiary Memory Databases

Sunita Sarawagi, Sunita Sarawagi, 1995, VLDB.

Generalizing Across Domains via Cross-Gradient Training pdf

Siddhartha Chaudhuri, Sunita Sarawagi, Soumen Chakrabarti, 2018, ICLR.

The Claremont report on database research

Beng Chin Ooi, Michael Stonebraker, AnHai Doan, 2008, SGMD.

Discovering Structure in the Universe of Attribute Names

Xiao Yu, Alon Y. Halevy, Sunita Sarawagi, 2016, WWW.

Single Query Optimization for Tertiary Memory

Michael Stonebraker, Sunita Sarawagi, 1993 .

Scaling up the ALIAS Duplicate Elimination System.

Sunita Sarawagi, Alok S. Kirpal, 2003, ICDE 2003.

Scalable Information Extraction and Integration.

Sunita Sarawagi, Sunita Sarawagi, 2006 .

Domain adaptation of information extraction models

Rahul Gupta, Sunita Sarawagi, 2009, SGMD.

What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name?

Sunita Sarawagi, Abhijeet Awasthi, Gaurav Jindal, 2020, REPL4NLP.

Interactive deduplication using active learning

Anuradha Bhamidipaty, Sunita Sarawagi, Sunita Sarawagi, 2002, KDD.

Efficient top-k count queries over imprecise duplicates

Sunita Sarawagi, Vinay S. Deshpande, Sourabh Kasliwal, 2009, EDBT '09.

Privacy-preserving Class Ratio Estimation

Sunita Sarawagi, J. Saketha Nath, Arun Shankar Iyer, 2016, KDD.

A few good predictions: selective node labeling in a social network

Sunita Sarawagi, Vashist Avadhanula, Gaurish Chaudhari, 2014, WSDM.

Labeled Memory Networks for Online Model Adaptation

Sunita Sarawagi, Shiv Shankar, Sunita Sarawagi, 2017, AAAI.

User-cognizant multidimensional analysis

Sunita Sarawagi, 2001, The VLDB Journal.

Factorizing complex predicates in queries to exploit indexes

Surajit Chaudhuri, Sunita Sarawagi, Prasanna Ganesan, 2003, SIGMOD '03.

Integrating Unstructured Data into Relational Databases

Sunita Sarawagi, Imran R. Mansuri, Sunita Sarawagi, 2006, 22nd International Conference on Data Engineering (ICDE'06).

Efficient organization of large multidimensional arrays

Michael Stonebraker, Sunita Sarawagi, M. Stonebraker, 1994, Proceedings of 1994 IEEE 10th International Conference on Data Engineering.

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008

Sunita Sarawagi, Bing Liu, Ying Li, 2008, KDD.

Generalized Collective Inference with Symmetric Clique Potentials pdf

Rahul Gupta, Sunita Sarawagi, Ajit A. Diwan, 2009, ArXiv.

Learning to extract information from large websites using sequential models

Sunita Sarawagi, V. G. Vinod Vydiswaran, Sunita Sarawagi, 2005, COMAD.

Automation in Information Extraction and Data Integration

Sunita Sarawagi, 2002, VLDB.

Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications

Sunita Sarawagi, Shiby Thomas, Rakesh Agrawal, 1998, SIGMOD '98.

Letter from the VLDB 2011 Research Track Co-Chair

Sunita Sarawagi, 2011, Proc. VLDB Endow..

Probabilistic Graphical Models and their Role in Databases

Sunita Sarawagi, Amol Deshpande, A. Deshpande, 2007, VLDB.

Learning to extract information from large domain-specific websites using sequential models

Sunita Sarawagi, V. G. Vinod Vydiswaran, Sunita Sarawagi, 2004, SKDD.

Semi-Markov Conditional Random Fields for Information Extraction

William W. Cohen, Sunita Sarawagi, Sunita Sarawagi, 2004, NIPS.

Content-based Retrieval

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Paul S. Bradley, Sunita Sarawagi, Kyuseok Shim, 2000, SIGKDD Explor..

Data-based research at IIT Bombay

Ganesh Ramakrishnan, S. Sudarshan, Sunita Sarawagi, 2013, SGMD.

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings pdf

Sunita Sarawagi, Soumen Chakrabarti, Vihari Piratla, 2019, ACL.

Annotating and searching web tables using entities, types and relationships

Sunita Sarawagi, Soumen Chakrabarti, Girija Limaye, 2010, Proc. VLDB Endow..

Modeling multidimensional databases

Sunita Sarawagi, Rakesh Agrawal, Ashish Gupta, 1997, Proceedings 13th International Conference on Data Engineering.

Efficient evaluation of queries with mining predicates

Surajit Chaudhuri, Sunita Sarawagi, Vivek R. Narasayya, 2002, Proceedings 18th International Conference on Data Engineering.

Mining Generalized Association Rules and Sequential Patterns Using SQL Queries

Sunita Sarawagi, Shiby Thomas, 1998, KDD.

Data Programming using Continuous and Quality-Guided Labeling Functions pdf

Ganesh Ramakrishnan, Sunita Sarawagi, Oishik Chatterjee, 2019, AAAI 2020.

Reordering Query Execution in Tertiary Memory Databases

Michael Stonebraker, Sunita Sarawagi, 1996, VLDB.

Integrating association rule mining with relational database systems: alternatives and implications

Sunita Sarawagi, Rakesh Agrawal, Shiby Thomas, 1998, SIGMOD '98.

On the Computation of Multidimensional Aggregates

Jeffrey F. Naughton, Sunita Sarawagi, Raghu Ramakrishnan, 1996, VLDB.

Special issue on best papers of VLDB 2011

Wolfgang Lehner, Sunita Sarawagi, 2012, The VLDB Journal.

Text classification with evolving label-sets

Ganesh Ramakrishnan, Sunita Sarawagi, Shantanu Godbole, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Mining Surprising Patterns Using Temporal Description Length

Sunita Sarawagi, Soumen Chakrabarti, Byron Dom, 1998, VLDB.

Cooperative Content Distribution

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Creating probabilistic databases from information extraction models

Rahul Gupta, Sunita Sarawagi, Sunita Sarawagi, 2006, VLDB.

Answering Web Questions Using Structured Data - Dream or Reality?

Gerhard Weikum, Fernando Pereira, Anand Rajaraman, 2009, Proc. VLDB Endow..

Calibration of Encoder Decoder Models for Neural Machine Translation pdf

Sunita Sarawagi, Aviral Kumar, Aviral Kumar, 2019, ArXiv.

Sequence Segmentation Using Semi-Markov Conditional Random Fields

Sunita Sarawagi, Sunita Sarawagi, 2019, Journal of the Indian Institute of Science.

Paul S. Bradley, Sunita Sarawagi, Usama M. Fayyad, 2000, SIGKDD Explor..

Record linkage: similarity measures and algorithms

Divesh Srivastava, Nick Koudas, Sunita Sarawagi, 2006, SIGMOD Conference.

Label Organized Memory Augmented Neural Network pdf

Sunita Sarawagi, Shiv Shankar, Sunita Sarawagi, 2017, ArXiv.

Querying for relations from the semi-structured Web

Sunita Sarawagi, 2009, COMAD.

Parallel Iterative Edit Models for Local Sequence Transduction pdf

Sunita Sarawagi, Vihari Piratla, Abhijeet Awasthi, 2019, EMNLP.

Efficient inference with cardinality-based clique potentials

Rahul Gupta, Sunita Sarawagi, Ajit A. Diwan, 2007, ICML '07.

Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units

Sunita Sarawagi, Prathamesh Deshpande, Sunita Sarawagi, 2019, KDD.

i3: Intelligent, Interactive Investigaton of OLAP data cubes

Sunita Sarawagi, Gayatri Sathe, Sunita Sarawagi, 2000, SIGMOD Conference.

Focus on the Common Good: Group Distributional Robustness Follows pdf

Sunita Sarawagi, Praneeth Netrapalli, Vihari Piratla, 2021, ArXiv.

Deep Indexed Active Learning for Matching Heterogeneous Entity Representations

Sunita Sarawagi, Prithviraj Sen, Arjit Jain, 2021, Proc. VLDB Endow..

Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations pdf

Sunita Sarawagi, Vihari Piratla, Soumen Chakrabarty, 2021, ArXiv.

Long Horizon Forecasting with Temporal Point Processes

Sunita Sarawagi, Abir De, Prathamesh Deshpande, 2021, WSDM.

Training Data Augmentation for Code-Mixed Translation

Sunita Sarawagi, Abhirut Gupta, Aditya Vavre, 2021, NAACL.

Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time pdf

Sunita Sarawagi, Vihari Piratla, Abir De, 2021, NeurIPS.

Error-Driven Fixed-Budget ASR Personalization for Accented Speakers

Sunita Sarawagi, Aman Kansal, Preethi Jyothi, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study pdf

Sunita Sarawagi, Yash Khemchandani, Partha Talukdar, 2021, ACL.

Long Range Probabilistic Forecasting in Time-Series using High Order Statistics pdf

Sunita Sarawagi, Prathamesh Deshpande, Sunita Sarawagi, 2021, ArXiv.

Missing Value Imputation on Multidimensional Time Series

Sunita Sarawagi, Prathamesh Deshpande, Parikshit Bansal, 2021, Proc. VLDB Endow..

Building Classifiers With Unrepresentative Training Instances : Experiences From The KDD Cup 2001 Competition

Anuradha Bhamidipaty, Sunita Sarawagi, Anand Janakiraman, 2002 .

The   Claremont   Report   on   Database  

Beng Chin Ooi, Michael Stonebraker, Gerhard Weikum, .