Thomas George

According to our database, Thomas George authored at least 33 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation.

Irene Li, Thomas George, Alexander R. Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty.

Thomas George, Guillaume Lajoie, Aristide Baratin

Trans. Mach. Learn. Res., 2022

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation.

Irene Li, Thomas George, Alexander R. Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir R. Radev

CoRR, 2022

Optimal tuning of FOPID controller for higher order process using hybrid approach.

Thomas George, V. Ganesan

Appl. Intell., 2022

2021

CLICKER: A Computational LInguistics Classification Scheme for Educational Resources.

Swapnil Hingmire, Irene Li, Rena Kawamura, Benjamin Chen, Alexander R. Fabbri, Xiangru Tang, Yixin Liu, Thomas George, Tammy Liao, Wai Pan Wong, Vanessa Yan, Richard Zhou, Girish K. Palshikar, Dragomir R. Radev

CoRR, 2021

Continual Learning in Deep Networks: an Analysis of the Last Layer.

Timothée Lesort, Thomas George, Irina Rish

CoRR, 2021

Reconfigurable Germanium Quantum-Dot Arrays for CMOS Integratable Quantum Electronic Devices.

I-Hsiang Wang, Ting Tsai, Rong-Cun Pan, Po-Yu Hong, M. T. Kuo, I. H. Chen, Thomas George, H. C. Lin, Pei-Wen Li

Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

I Can't Breathe: How Digital Video Becomes an Emancipatory Technology.

Jordana George, Thomas George, René Moquin

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Implicit Regularization via Neural Feature Alignment.

Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Implicit Regularization in Deep Learning: A View from Function Space.

Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

CoRR, 2020

Revisiting Loss Modelling for Unstructured Pruning.

César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent

CoRR, 2020

2019

HyTI: Thermal Hyperspectral Imaging from A Cubesat Platform.

Robert Wright, Chiara Ferrari-Wong, Abigail Flom, John Mecikalski, Prasad Thenkabail, The HyTI Team, Miguel Nunes, Paul Lucey, Luke Flynn, Thomas George, Sarath Gunapala, David Z. Ting, Sir Rafol, Alexander Soibel

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis.

Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An Evaluation of Fisher Approximations Beyond Kronecker Factorization.

César Laurent, Thomas George, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent

Proceedings of the 6th International Conference on Learning Representations, 2018

2015

Architecture Aware Resource Allocation for Structured Grid Applications: Flood Modelling Case.

Vaibhav Saxena, Thomas George, Yogish Sabharwal, Lucas Villa Real

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014

Real-Time obstacle Avoidance for an underactuated flat-Fish Type Autonomous underwater Vehicle in 3D Space.

Saravanakumar Subramanian, Thomas George, Asokan Thondiyath

Int. J. Robotics Autom., 2014

Multicore Parallelization of the PTAS Dynamic Program for the Bin-Packing Problem.

Anirudh Chakravorty, Thomas George, Yogish Sabharwal

Proceedings of the Distributed Computing and Networking - 15th International Conference, 2014

IFM: A Scalable High Resolution Flood Modeling Framework.

Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George

Proceedings of the Euro-Par 2014 Parallel Processing, 2014

2013

A divide and conquer strategy for scaling weather simulations with multiple regions of interest.

Preeti Malakar, Thomas George, Sameer Kumar, Rashmi Mittal, Vijay Natarajan, Yogish Sabharwal, Vaibhav Saxena, Sathish S. Vadhiyar

Sci. Program., 2013

Enabling high-resolution forecasting of severe weather and flooding events in Rio de Janeiro.

Lloyd A. Treinish, Anthony Praino, James P. Cipriani, Ulisses T. Mello, Kiran Mantripragada, Lucas Villa Real, Paula A. Sesini, Vaibhav Saxena, Thomas George, Rashmi Mittal

IBM J. Res. Dev., 2013

A hybrid parallelization approach for high resolution operational flood forecasting.

Swati Singhal, Lucas Villa Real, Thomas George, Sandhya Aneja, Yogish Sabharwal

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Evaluation and enhancement of weather application performance on Blue Gene/Q.

Gurbinder Singh Gill, Vaibhav Saxena, Rashmi Mittal, Thomas George, Yogish Sabharwal, Lalit Dagar

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

2012

An Empirical Analysis of the Performance of Preconditioners for SPD Systems.

Thomas George, Anshul Gupta, Vivek Sarin

ACM Trans. Math. Softw., 2012

Hardware-in-the-Loop verification for 3D obstacle avoidance algorithm of an underactuated flat-fish type AUV.

Saravanakumar Subramanian, Thomas George, Asokan Thondiyath

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Collective algorithms for sub-communicators.

Anshul Mittal, Nikhil Jain, Thomas George, Yogish Sabharwal, Sameer Kumar

Proceedings of the International Conference on Supercomputing, 2012

Performance Evaluation and Optimization of Nested High Resolution Weather Simulations.

Preeti Malakar, Vaibhav Saxena, Thomas George, Rashmi Mittal, Sameer Kumar, Abdul Ghani Naim, Saiful Azmi bin Hj Husain

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011

Domain Decomposition.

Thomas George, Vivek Sarin

Proceedings of the Encyclopedia of Parallel Computing, 2011

Multifrontal Factorization of Sparse SPD Matrices on GPUs.

Thomas George, Vaibhav Saxena, Anshul Gupta, Amik Singh, Anamitra R. Choudhury

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

Adaptive Techniques for Improving the Performance of Incomplete Factorization Preconditioning.

Anshul Gupta, Thomas George

SIAM J. Sci. Comput., 2010

2009

Sparse matrix factorization on massively parallel computers.

Anshul Gupta, Seid Koric, Thomas George

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

2008

A Recommendation System for Preconditioned Iterative Solvers.

Thomas George, Anshul Gupta, Vivek Sarin

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2005

Loci: a rule-based framework for parallel multi-disciplinary simulation synthesis.

Edward A. Luke, Thomas George

J. Funct. Program., 2005

A Scalable Collaborative Filtering Framework Based on Co-Clustering.

Thomas George, Srujana Merugu

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005