Christopher M. Jermaine

48 papers A* 14A 3Journal 24Unranked 6
YearRankTypeTitle / Venue / Authors
2024 A* conf
Online Cascade Learning for Efficient Inference over Streams.
ICML
Lunyiu Nie, Zhimin Ding, Erdong Hu, Christopher M. Jermaine, Swarat Chaudhuri
2024 J jnl
Online Cascade Learning for Efficient Inference over Streams.
CoRR
Lunyiu Nie, Zhimin Ding, Erdong Hu, Christopher M. Jermaine, Swarat Chaudhuri
2024 A* conf
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation.
NeurIPS
Abhinav Jain, Swarat Chaudhuri, Thomas W. Reps, Christopher M. Jermaine
2024 J jnl
TURNIP: A "Nondeterministic" GPU Runtime with CPU RAM Offload.
CoRR
Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido-Botran, Christopher M. Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Mahmoud Abdelghafar, Daniel Bourgeois
2022 A conf
ResIST: Layer-wise decomposition of ResNets for distributed training.
UAI
Chen Dun, Cameron R. Wolfe, Christopher M. Jermaine, Anastasios Kyrillidis
2021 A* conf
Neural Program Generation Modulo Static Analysis.
NeurIPS
Rohan Mukherjee, Yeming Wen, Dipak Chaudhari, Thomas W. Reps, Swarat Chaudhuri, Christopher M. Jermaine
2021 J jnl
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training.
CoRR
Chen Dun, Cameron R. Wolfe, Christopher M. Jermaine, Anastasios Kyrillidis
2020 J jnl
Scalable linear algebra on a relational database system.
Commun. ACM
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Dimitrije Jankov, Christopher M. Jermaine
2020 J jnl
Workshop on Quantification, Communication, and Interpretation of Uncertainty in Simulation and Data Science.
CoRR
Ross T. Whitaker, William B. Thompson, James Berger, Baruch Fischhof, Michael F. Goodchild, Mary Hegarty, Christopher M. Jermaine, Kathryn S. McKinley, Alex Pang, Joanne Wendelberger
2019 J jnl
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization.
IEEE Trans. Knowl. Data Eng.
Zekai J. Gao, Niketan Pansare, Christopher M. Jermaine
2019 J jnl
Distributed Learning of Deep Neural Networks using Independent Subnet Training.
CoRR
Binhang Yuan, Anastasios Kyrillidis, Christopher M. Jermaine
2019 J jnl
Scalable Linear Algebra on a Relational Database System.
IEEE Trans. Knowl. Data Eng.
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2018 A conf
Parallel and Distributed MCMC via Shepherding Distributions.
AISTATS
Arkabandhu Chowdhury, Christopher M. Jermaine
2018 — ed.
Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15, 2018
SIGMOD Conference
Gautam Das, Christopher M. Jermaine, Philip A. Bernstein
2018 J jnl
Scalable Linear Algebra on a Relational Database System.
SIGMOD Rec.
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2017 J jnl
Abridging source code.
Proc. ACM Program. Lang.
Binhang Yuan, Vijayaraghavan Murali, Christopher M. Jermaine
2017 A* conf
Scalable Linear Algebra on a Relational Database System.
ICDE
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2016 J jnl
Do Anesthesiologists Know What They Are Doing? Mining a Surgical Time-Series Database to Correlate Expert Assessment with Outcomes.
ACM Trans. Knowl. Discov. Data
Risa B. Myers, John C. Frenzel, Joseph R. Ruiz, Christopher M. Jermaine
2015 A conf
Correlating Surgical Vital Sign Quality with 30-Day Outcomes using Regression on Time Series Segment Features.
SDM
Risa B. Myers, John C. Frenzel, Joseph R. Ruiz, Christopher M. Jermaine
2015 A* conf
Grading the Graders: Motivating Peer Graders in a MOOC.
WWW
Yanxin Lu, Joe Warren, Christopher M. Jermaine, Swarat Chaudhuri, Scott Rixner
2015 J jnl
Guest editorial: Special section on the international conference on data engineering.
IEEE Trans. Knowl. Data Eng.
Christian S. Jensen, Christopher M. Jermaine, Xiaofang Zhou
2014 — conf
A comparison of platforms for implementing and running very large scale machine learning algorithms.
SIGMOD Conference
Zhuhua Cai, Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Zografoula Vagena, Christopher M. Jermaine
2014 A* conf
History-aware query optimization with materialized intermediate views.
ICDE
Luis Leopoldo Perez, Christopher M. Jermaine
2014 A* conf
Learning to Grade Student Programs in a Massive Open Online Course.
ICDM
Anna Drummond, Yanxin Lu, Swarat Chaudhuri, Christopher M. Jermaine, Joe Warren, Scott Rixner
2014 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Christopher M. Jermaine
2014 A* conf
Senders, Receivers and Authors in Document Classification.
ICDM
Anna Drummond, Christopher M. Jermaine
2013 A* ed.
29th IEEE International Conference on Data Engineering, ICDE 2013, Brisbane, Australia, April 8-12, 2013
ICDE
Christian S. Jensen, Christopher M. Jermaine, Xiaofang Zhou
2013 J jnl
A Sampling Algebra for Aggregate Estimation.
Proc. VLDB Endow.
Supriya Nirkhiwale, Alin Dobra, Christopher M. Jermaine
2013 — conf
Simulation of database-valued markov chains using SimSQL.
SIGMOD Conference
Zhuhua Cai, Zografoula Vagena, Luis Leopoldo Perez, Subramanian Arumugam, Peter J. Haas, Christopher M. Jermaine
2013 A* conf
The Pairwise Gaussian Random Field for High-Dimensional Data Imputation.
ICDM
Zhuhua Cai, Christopher M. Jermaine, Zografoula Vagena, Dionysios Logothetis, Luis Leopoldo Perez
2010 — conf
Evaluation of probabilistic threshold queries in MCDB.
SIGMOD Conference
Luis Leopoldo Perez, Subi Arumugam, Christopher M. Jermaine
2010 J jnl
MCDB-R: Risk Analysis in the Database.
Proc. VLDB Endow.
Subi Arumugam, Ravi Jampani, Luis Leopoldo Perez, Fei Xu, Christopher M. Jermaine, Peter J. Haas
2010 A* conf
Mixture models for learning low-dimensional roles in high-dimensional data.
KDD
Manas Somaiya, Christopher M. Jermaine, Sanjay Ranka
2010 — conf
The DataPath system: a data-centric analytic processing engine for large data warehouses.
SIGMOD Conference
Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez
2009 J jnl
Sampling-based estimators for subset-based queries.
VLDB J.
Shantanu Joshi, Christopher M. Jermaine
2008 J jnl
Confidence bounds for sampling-based group by estimates.
ACM Trans. Database Syst.
Fei Xu, Christopher M. Jermaine, Alin Dobra
2008 J jnl
Learning correlations using the mixture-of-subsets model.
ACM Trans. Knowl. Discov. Data
Manas Somaiya, Christopher M. Jermaine, Sanjay Ranka
2008 — conf
MCDB: a monte carlo approach to managing uncertain data.
SIGMOD Conference
Ravi Jampani, Fei Xu, Mingxi Wu, Luis Leopoldo Perez, Christopher M. Jermaine, Peter J. Haas
2008 J jnl
Maintaining very large random samples using the geometric file.
VLDB J.
Abhijit Pol, Christopher M. Jermaine, Subramanian Arumugam
2008 J jnl
Materialized Sample Views for Database Approximation.
IEEE Trans. Knowl. Data Eng.
Shantanu Joshi, Christopher M. Jermaine
2008 J jnl
Reference-based indexing for metric spaces with costly distance measures.
VLDB J.
Jayendra Venkateswaran, Tamer Kahveci, Christopher M. Jermaine, Deepak Lachwani
2008 A* conf
Robust Stratified Sampling Plans for Low Selectivity Queries.
ICDE
Shantanu Joshi, Christopher M. Jermaine
2007 J jnl
Conditional Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Xiuyao Song, Mingxi Wu, Christopher M. Jermaine, Sanjay Ranka
2007 J jnl
Online Random Shuffling of Large Database Tables.
IEEE Trans. Knowl. Data Eng.
Christopher M. Jermaine
2007 — conf
Scalable approximate query processing with the DBO engine.
SIGMOD Conference
Christopher M. Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra
2007 A* conf
Statistical change detection for multi-dimensional data.
KDD
Xiuyao Song, Mingxi Wu, Christopher M. Jermaine, Sanjay Ranka
2007 J jnl
The partitioned exponential file for database storage management.
VLDB J.
Christopher M. Jermaine, Edward Omiecinski, Wai Gen Yee
2006 A* conf
Reference-based Indexing of Sequence Databases.
VLDB
Jayendra Venkateswaran, Deepak Lachwani, Tamer Kahveci, Christopher M. Jermaine