Gowtham Bellala

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 5

Top Topics

Machine Learning Models

Horizontally Partitioned

Questions Asked

Top Venues

IEEE Trans. Inf. Theory

Publications

Suresh K. Bhavnani, Archana Ayyaswami, Tianlong Chen, Shyam Visweswaran, Gowtham Bellala, Kevin E. Bassler
Vicinity Exploration: Enabling User-Driven Visual Search of Multiple Machine Learning Models for Precision Medicine. AMIA (2017)
Shagufta Mehnaz, Gowtham Bellala, Elisa Bertino
A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. SACMAT (2017)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash, Amip Shah
Data Analytics for Managing Power in Commercial Buildings. ACM Trans. Cyber Phys. Syst. 1 (4) (2017)
Arlei Silva, Gowtham Bellala
Privacy-Preserving Multi-Party Clustering: An Empirical Study. CLOUD (2017)
Gowtham Bellala, Bernardo A. Huberman
Securing private data sharing in multi-party analytics. First Monday 21 (9) (2016)
Martin F. Arlitt, Manish Marwah, Gowtham Bellala, Amip Shah, Jeff Healey, Ben Vandiver
IoTAbench: an Internet of Things Analytics Benchmark. ICPE (2015)
Gowtham Bellala, Jason Stanley, Suresh K. Bhavnani, Clayton Scott
A Rank-Based Approach to Active Diagnosis. IEEE Trans. Pattern Anal. Mach. Intell. 35 (9) (2013)
Zafar Ayyub Qazi, Jeongkeun Lee, Tao Jin, Gowtham Bellala, Manfred Arndt, Guevara Noubir
Application-awareness in SDN. SIGCOMM (2013)
Gowtham Bellala, Manish Marwah, Amip Shah, Martin F. Arlitt, Cullen Bash
A finite state machine-based characterization of building entities for monitoring and control. BuildSys@SenSys (2012)
Gowtham Bellala, Jason Stanley, Clayton Scott, Suresh K. Bhavnani
Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks CoRR (2012)
Gowtham Bellala, Suresh K. Bhavnani, Clayton Scott
Group-Based Active Query Selection for Rapid Diagnosis in Time-Critical Situations. IEEE Trans. Inf. Theory 58 (1) (2012)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash
Following the electrons: methods for power management in commercial buildings. KDD (2012)
Suresh K. Bhavnani, Gowtham Bellala, Sundar Victor, Kevin E. Bassler, Shyam Visweswaran
The role of complementary bipartite visual analytical representations in the analysis of SNPs: a case study in ancestral informative markers. J. Am. Medical Informatics Assoc. 19 (e1) (2012)
Gowtham Bellala, Suresh K. Bhavnani, Clayton Scott
Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach. AISTATS (2011)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash
Towards an understanding of campus-scale power consumption. BuildSys@SenSys (2011)
Suresh K. Bhavnani, Sundar Victor, William J. Calhoun, William W. Busse, Eugene Bleecker, Mario Castro, Hyunsu Ju, Regina Pillai, Numan Oezguen, Gowtham Bellala, Allan R. Brasier
How cytokines co-occur across asthma patients: From bipartite network analysis to a molecular-based classification. J. Biomed. Informatics 44 (Supplement-1) (2011)
Gowtham Bellala, Jason Stanley, Clayton Scott, Suresh K. Bhavnani
Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks. UAI (2011)
Gowtham Bellala, Suresh K. Bhavnani, Clayton Scott
Query Learning with Exponential Query Costs CoRR (2010)
Gowtham Bellala, Suresh K. Bhavnani, Clayton Scott
Extensions of Generalized Binary Search to Group Identification and Exponential Costs. NIPS (2010)
Gowtham Bellala, Suresh K. Bhavnani, Clayton Scott
Group-based Query Learning for rapid diagnosis in time-critical situations CoRR (2009)