Chris Jermaine
机构: Associate Professor of Computer Science, Rice University
每年引用次数
引用次数
引用: 5,181
H-指数: 35
I10-指数 : 75
出版物: 137
The Cumulative Perioperative Model: Predicting 30-Day Mortality in Abdominal Surgery Cancer Patients
Risa B Myers , Joseph R Ruiz , Christopher M Jermaine , Joseph L Nates
Journal of Surgical Oncology 2020 ( 1) 1 -9
2020
ResIST: Layer-wise decomposition of resnets for distributed training
Chen Dun , Cameron R Wolfe , Christopher M Jermaine , Anastasios Kyrillidis
Uncertainty in Artificial Intelligence 610 -620
18
2022
Managing uncertain data using Monte Carlo techniques
Peter J Haas , Ravindranath Jampani , Christopher M Jermaine , Luis L Perez
2015
The DataPath system: a data-centric analytic processing engine for large data warehouses
Subi Arumugam , Alin Dobra , Christopher M Jermaine , Niketan Pansare
519 -530
134
2010
Distributed learning of deep neural networks using independent subnet training
Binhang Yuan , Cameron R Wolfe , Chen Dun , Yuxin Tang
arXiv preprint arXiv:1910.02120
19
2019
Predicting Intracranial Pressure and Brain Tissue Oxygen Crises in Patients With Severe Traumatic Brain Injury.
Risa B Myers , Christos Lazaridis , Christopher M Jermaine , Claudia S Robertson
Critical Care Medicine 44 ( 9) 1754 -1761
17
2016
Do Anesthesiologists Know What They Are Doing? Mining a Surgical Time-Series Database to Correlate Expert Assessment with Outcomes
Risa B Myers , John C Frenzel MD , Joseph R Ruiz Md , Christopher M Jermaine
ACM Transactions on Knowledge Discovery From Data 10 ( 3) 24
2016
Topic Models For Feature Selection in Document Clustering.
Chris Jermaine , Zografoula Vagena , Anna Drummond
siam international conference on data mining 521 -529
5
2013
Neural Sketch Learning for Conditional Program Generation
Chris Jermaine , Vijayaraghavan Murali , Swarat Chaudhuri , Letao Qi
international conference on learning representations
124
2018
Meta-Meta-Classification for One-Shot Learning.
Chris Jermaine , Dipak Chaudhari , Swarat Chaudhuri , Arkabandhu Chowdhury
arXiv: Learning
3
2020
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier.
Arkabandhu Chowdhury , Mingchao Jiang , Swarat Chaudhuri , Chris Jermaine
arXiv: Computer Vision and Pattern Recognition
18
2021
Distributed numerical and machine learning computations via two-phase execution of aggregated join trees
Chris Jermaine , Shangyu Luo , Dimitrije Jankov , Binhang Yuan
very large data bases 14 ( 7) 1228 -1240
4
2021
Online aggregation for large MapReduce jobs
Niketan Pansare , Vinayak Borkar , Chris Jermaine , Tyson Condie
Proceedings of the VLDB Endowment 4 ( 11) 1135 -1145
168
2011
Turbo-charging estimate convergence in DBO
Alin Dobra , Chris Jermaine , Florin Rusu , Fei Xu
Proceedings of the VLDB Endowment 2 ( 1) 419 -430
41
2009
Multiclass domain adaptation with iterative manifold alignment
Brian D. Bue , Chris Jermaine
2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) 1 -4
2013
Scalable approximate query processing with the DBO engine
Chris Jermaine , Subramanian Arumugam , Abhijit Pol , Alin Dobra
ACM Transactions on Database Systems 33 ( 4) 1 -54
196
2008
An experimental comparison of complex object implementations for big data systems
Sourav Sikdar , Kia Teymourian , Chris Jermaine
symposium on cloud computing 432 -444
3
2017
Topic Models over Spoken Language
Niketan Pansare , Chris Jermaine , Peter Haas , Nitendra Rajput
international conference on data mining 1062 -1067
2
2012
Surrogate ranking for very expensive similarity queries
Fei Xu , Ravi Jampani , Mingxi Wu , Chris Jermaine
2010 IEEE 26th International Conference on Data Engineering (ICDE 2010) 848 -859
2010
The DBO database system
Florin Rusu , Fei Xu , Luis Leopoldo Perez , Mingxi Wu
Proceedings of the 2008 ACM SIGMOD international conference on Management of data - SIGMOD '08 1223 -1226
18
2008