Thomas George

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 17

Top Topics

Transfer Learning

Resource Discovery

Kronecker Product

Top Venues

Publications

Elahe Ezami, Thomas George, Kevin Andrew Harmon, Jordana J. George
Slow Down: How Artificial Delays May Reduce the Perceived Credibility and Spread of Fake News. AMCIS (2024)
Irene Li, Thomas George, Alexander R. Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation. BEA@ACL (2023)
Irene Li, Thomas George, Alexander R. Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir R. Radev
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation. CoRR (2022)
Thomas George, Guillaume Lajoie, Aristide Baratin
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty. CoRR (2022)
Thomas George, V. Ganesan
Optimal tuning of FOPID controller for higher order process using hybrid approach. Appl. Intell. 52 (13) (2022)
Thomas George, Guillaume Lajoie, Aristide Baratin
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty. Trans. Mach. Learn. Res. 2022 (2022)
Timothée Lesort, Thomas George, Irina Rish
Continual Learning in Deep Networks: an Analysis of the Last Layer. CoRR (2021)
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
Reconfigurable Germanium Quantum-Dot Arrays for CMOS Integratable Quantum Electronic Devices. VLSI Circuits (2021)
Jordana George, Thomas George, René Moquin
I Can't Breathe: How Digital Video Becomes an Emancipatory Technology. HICSS (2021)
Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien
Implicit Regularization via Neural Feature Alignment. AISTATS (2021)
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
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources. CoRR (2021)
Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien
Implicit Regularization in Deep Learning: A View from Function Space. CoRR (2020)
César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent
Revisiting Loss Modelling for Unstructured Pruning. CoRR (2020)
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
HyTI: Thermal Hyperspectral Imaging from A Cubesat Platform. IGARSS (2019)
Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent
Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis. NeurIPS (2018)
Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent
Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis. CoRR (2018)
César Laurent, Thomas George, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent
An Evaluation of Fisher Approximations Beyond Kronecker Factorization. ICLR (Workshop) (2018)
Vaibhav Saxena, Thomas George, Yogish Sabharwal, Lucas Villa Real
Architecture Aware Resource Allocation for Structured Grid Applications: Flood Modelling Case. CCGRID (2015)
Anirudh Chakravorty, Thomas George, Yogish Sabharwal
Multicore Parallelization of the PTAS Dynamic Program for the Bin-Packing Problem. ICDCN (2014)
Saravanakumar Subramanian, Thomas George, Asokan Thondiyath
Real-Time obstacle Avoidance for an underactuated flat-Fish Type Autonomous underwater Vehicle in 3D Space. Int. J. Robotics Autom. 29 (4) (2014)
Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George
IFM: A Scalable High Resolution Flood Modeling Framework. Euro-Par (2014)
Swati Singhal, Lucas Villa Real, Thomas George, Sandhya Aneja, Yogish Sabharwal
A hybrid parallelization approach for high resolution operational flood forecasting. HiPC (2013)
Preeti Malakar, Thomas George, Sameer Kumar, Rashmi Mittal, Vijay Natarajan, Yogish Sabharwal, Vaibhav Saxena, Sathish S. Vadhiyar
A divide and conquer strategy for scaling weather simulations with multiple regions of interest. Sci. Program. 21 (3-4) (2013)
Gurbinder Singh Gill, Vaibhav Saxena, Rashmi Mittal, Thomas George, Yogish Sabharwal, Lalit Dagar
Evaluation and enhancement of weather application performance on Blue Gene/Q. HiPC (2013)
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
Enabling high-resolution forecasting of severe weather and flooding events in Rio de Janeiro. IBM J. Res. Dev. 57 (5) (2013)
Anshul Mittal, Nikhil Jain, Thomas George, Yogish Sabharwal, Sameer Kumar
Collective algorithms for sub-communicators. PPOPP (2012)
Saravanakumar Subramanian, Thomas George, Asokan Thondiyath
Hardware-in-the-Loop verification for 3D obstacle avoidance algorithm of an underactuated flat-fish type AUV. ROBIO (2012)
Thomas George, Anshul Gupta, Vivek Sarin
An Empirical Analysis of the Performance of Preconditioners for SPD Systems. ACM Trans. Math. Softw. 38 (4) (2012)
Preeti Malakar, Thomas George, Sameer Kumar, Rashmi Mittal, Vijay Natarajan, Yogish Sabharwal, Vaibhav Saxena, Sathish S. Vadhiyar
A divide and conquer strategy for scaling weather simulations with multiple regions of interest. SC (2012)
Preeti Malakar, Vaibhav Saxena, Thomas George, Rashmi Mittal, Sameer Kumar, Abdul Ghani Naim, Saiful Azmi bin Hj Husain
Performance Evaluation and Optimization of Nested High Resolution Weather Simulations. Euro-Par (2012)
Anshul Mittal, Nikhil Jain, Thomas George, Yogish Sabharwal, Sameer Kumar
Collective algorithms for sub-communicators. ICS (2012)
Thomas George, Vaibhav Saxena, Anshul Gupta, Amik Singh, Anamitra R. Choudhury
Multifrontal Factorization of Sparse SPD Matrices on GPUs. IPDPS (2011)
Anshul Gupta, Thomas George
Adaptive Techniques for Improving the Performance of Incomplete Factorization Preconditioning. SIAM J. Sci. Comput. 32 (1) (2010)
Anshul Gupta, Seid Koric, Thomas George
Sparse matrix factorization on massively parallel computers. SC (2009)
Thomas George, Anshul Gupta, Vivek Sarin
A Recommendation System for Preconditioned Iterative Solvers. ICDM (2008)
Thomas George, Srujana Merugu
A Scalable Collaborative Filtering Framework Based on Co-Clustering. ICDM (2005)
Edward A. Luke, Thomas George
Loci: a rule-based framework for parallel multi-disciplinary simulation synthesis. J. Funct. Program. 15 (3) (2005)