Sunil Thulasidasan

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 18

Top Topics

Autonomous Control

Weakly Supervised

Top Venues

Publications

Dhruv Tulasi, Alys Granados, Prabath Gunawardane, Abhay Kashyap, Zara McDonald, Sunil Thulasidasan
Smart Camera Traps: Enabling Energy-Efficient Edge-AI for Remote Monitoring of Wildlife. GeoWildLife@SIGSPATIAL (2023)
Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya, Jeff A. Bilmes
An Effective Baseline for Robustness to Distributional Shift. CoRR (2021)
Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya, Jeff A. Bilmes
An Effective Baseline for Robustness to Distributional Shift. ICMLA (2021)
Xiaoying Pang, Sunil Thulasidasan, Larry Rybarcyk
Autonomous Control of a Particle Accelerator using Deep Reinforcement Learning. CoRR (2020)
Sayera Dhaubhadel, Jamaludin Mohd-Yusof, Kumkum Ganguly, Gopinath Chennupati, Sunil Thulasidasan, Nicolas W. Hengartner, Brent J. Mumphrey, Eric B. Durbin, Jennifer A. Doherty, Mireille Lemieux, Noah Schaefferkoetter, Georgia D. Tourassi, Linda Coyle, Lynne Penberthy, Benjamin McMahon, Tanmoy Bhattacharya
Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports. CoRR (2020)
Sunil Thulasidasan, Tanmoy Bhattacharya, Jeff A. Bilmes, Gopinath Chennupati, Jamal Mohd-Yusof
Combating Label Noise in Deep Learning Using Abstention. CoRR (2019)
Sunil Thulasidasan, Gopinath Chennupati, Jeff A. Bilmes, Tanmoy Bhattacharya, Sarah Michalak
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks. CoRR (2019)
Sunil Thulasidasan, Tanmoy Bhattacharya, Jeff A. Bilmes, Gopinath Chennupati, Jamal Mohd-Yusof
Combating Label Noise in Deep Learning using Abstention. ICML (2019)
Sunil Thulasidasan, Gopinath Chennupati, Jeff A. Bilmes, Tanmoy Bhattacharya, Sarah Michalak
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks. NeurIPS (2019)
Gopinath Chennupati, Nandakishore Santhi, Stephan J. Eidenbenz, Sunil Thulasidasan
An analytical memory hierarchy model for performance prediction. WSC (2017)
Gopinath Chennupati, Nandakishore Santhi, Stephan J. Eidenbenz, Sunil Thulasidasan
AMM: Scalable Memory Reuse Model to Predict the Performance of Physics Codes. CLUSTER (2017)
Sunil Thulasidasan, Jeffrey A. Bilmes
Acoustic classification using semi-supervised Deep Neural Networks and stochastic entropy-regularization over nearest-neighbor graphs. ICASSP (2017)
Gopinath Chennupati, Nandakishore Santhi, Robert F. Bird, Sunil Thulasidasan, Abdel-Hameed A. Badawy, Satyajayant Misra, Stephan J. Eidenbenz
A Scalable Analytical Memory Model for CPU Performance Prediction. PMBS@SC (2017)
Chandrashekhar Lavania, Sunil Thulasidasan, Anthony LaMarca, Jeffrey Scofield, Jeff A. Bilmes
A weakly supervised activity recognition framework for real-time synthetic biology laboratory assistance. UbiComp (2016)
Sunil Thulasidasan, Jeffrey A. Bilmes, Garrett T. Kenyon
Efficient Distributed Semi-Supervised Learning using Stochastic Regularization over Affinity Graphs. CoRR (2016)
Richard J. Zamora, Arthur F. Voter, Danny Perez, Nandakishore Santhi, Susan M. Mniszewski, Sunil Thulasidasan, Stephan J. Eidenbenz
Discrete event performance prediction of speculatively parallel temperature-accelerated dynamics. Simul. 92 (12) (2016)
Jiangzhuo Chen, V. S. Anil Kumar, Madhav V. Marathe, Ravi Sundaram, Mayur Thakur, Sunil Thulasidasan
A study of the structure and vulnerabilities of metropolitan area networks. COMSNETS (2016)
Sunil Thulasidasan, Jeffrey A. Bilmes
Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization. CoRR (2016)
Hristo N. Djidjev, Guillaume Chapuis, Rumen Andonov, Sunil Thulasidasan, Dominique Lavenier
All-Pairs Shortest Path algorithms for planar graph for GPU-accelerated clusters. J. Parallel Distributed Comput. 85 (2015)
Hristo N. Djidjev, Sunil Thulasidasan, Guillaume Chapuis, Rumen Andonov, Dominique Lavenier
Efficient Multi-GPU Computation of All-Pairs Shortest Paths. IPDPS (2014)
M. S. Srinivasan, Srinath Srinivasa, Sunil Thulasidasan
A comparative study of two models for celebrity identification on Twitter. COMAD (2014)
Sunil Thulasidasan, Lukas Kroc, Stephan J. Eidenbenz
Developing parallel, discrete event simulations in Python - first results and user experiences with the SimX library. SIMULTECH (2014)
Sunil Thulasidasan, Lukas Kroc, Stephan J. Eidenbenz
SimCore: A Library for Rapid Development of Large Scale Parallel Simulations. SIMULTECH (2012)
Sunil Thulasidasan
Heuristic acceleration of routing in transportation simulations using GPUs. SimuTools (2011)
Guanhua Yan, Stephan J. Eidenbenz, Sunil Thulasidasan, Pallab Datta, Venkatesh Ramaswamy
Criticality analysis of Internet infrastructure. Comput. Networks 54 (7) (2010)
Sunil Thulasidasan, Shiva Prasad Kasiviswanathan, Stephan J. Eidenbenz, Philip Romero
Explicit Spatial Scattering for Load Balancing in Conservatively Synchronized Parallel Discrete Event Simulations. PADS (2010)
Russell Bent, Stephan J. Eidenbenz, Sunil Thulasidasan
Large-scale telephone network simulation: discrete event vs. steady state. SpringSim (2009)
Sunil Thulasidasan, Stephan J. Eidenbenz
Accelerating Traffic Microsimulations: A Parallel Discrete-event Queue-based Approach for Speed and Scale. WSC (2009)
Sunil Thulasidasan, Shiva Prasad Kasiviswanathan, Stephan J. Eidenbenz, Emanuele Galli, Susan M. Mniszewski, Philip Romero
Designing systems for large-scale, discrete-event simulations: Experiences with the FastTrans parallel microsimulator. HiPC (2009)
Gabriel Istrate, Anders Hansson, Sunil Thulasidasan, Madhav V. Marathe, Christopher L. Barrett
Semantic Compression of TCP Traces. Networking (2006)
Mark K. Gardner, Sunil Thulasidasan, Wu-chun Feng
User-space auto-tuning for TCP flow control in computational grids. Comput. Commun. 27 (14) (2004)
Sunil Thulasidasan, Wu-chun Feng, Mark K. Gardner
Optimizing GridFTP through Dynamic Right-Sizing. HPDC (2003)
Sunil Thulasidasan, Wu-chun Feng
Using Steady- State TCP Behavior for Proactive Queue Management. International Conference on Internet Computing (2002)
Wu-chun Feng, Apu Kapadia, Sunil Thulasidasan
GREEN: proactive queue management over a best-effort network. GLOBECOM (2002)