Sunil Thulasidasan

34 papers A* 2A 2B 3C 4Misc 7Journal 11Unranked 5

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