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Keynote 5: Gintare Karolina Dziugaite
Gintare Karolina Dziugaite
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Gintare Karolina Dziugaite (Element AI)
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2021 Spotlight: Towards a Unified Information-Theoretic Framework for Generalization »
Mahdi Haghifam · Gintare Karolina Dziugaite · Shay Moran · Dan Roy -
2021 : Stochastic Pruning: Fine-Tuning, and PAC-Bayes bound optimization »
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2021 : The Dynamics of Functional Diversity throughout Neural Network Training »
Lee Zamparo · Marc-Etienne Brunet · Thomas George · Sepideh Kharaghani · Gintare Karolina Dziugaite -
2022 : Unmasking the Lottery Ticket Hypothesis: Efficient Adaptive Pruning for Finding Winning Tickets »
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2022 : The Effect of Data Dimensionality on Neural Network Prunability »
Zachary Ankner · Alex Renda · Gintare Karolina Dziugaite · Jonathan Frankle · Tian Jin -
2022 Poster: Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks »
Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite -
2022 Poster: Pruning’s Effect on Generalization Through the Lens of Training and Regularization »
Tian Jin · Michael Carbin · Dan Roy · Jonathan Frankle · Gintare Karolina Dziugaite -
2021 Poster: Deep Learning on a Data Diet: Finding Important Examples Early in Training »
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2021 Poster: Towards a Unified Information-Theoretic Framework for Generalization »
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2020 Poster: Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel »
Stanislav Fort · Gintare Karolina Dziugaite · Mansheej Paul · Sepideh Kharaghani · Daniel Roy · Surya Ganguli -
2020 Poster: Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms »
Mahdi Haghifam · Jeffrey Negrea · Ashish Khisti · Daniel Roy · Gintare Karolina Dziugaite -
2020 Poster: In search of robust measures of generalization »
Gintare Karolina Dziugaite · Alexandre Drouin · Brady Neal · Nitarshan Rajkumar · Ethan Caballero · Linbo Wang · Ioannis Mitliagkas · Daniel Roy -
2019 : Lunch Break and Posters »
Xingyou Song · Elad Hoffer · Wei-Cheng Chang · Jeremy Cohen · Jyoti Islam · Yaniv Blumenfeld · Andreas Madsen · Jonathan Frankle · Sebastian Goldt · Satrajit Chatterjee · Abhishek Panigrahi · Alex Renda · Brian Bartoldson · Israel Birhane · Aristide Baratin · Niladri Chatterji · Roman Novak · Jessica Forde · YiDing Jiang · Yilun Du · Linara Adilova · Michael Kamp · Berry Weinstein · Itay Hubara · Tal Ben-Nun · Torsten Hoefler · Daniel Soudry · Hsiang-Fu Yu · Kai Zhong · Yiming Yang · Inderjit Dhillon · Jaime Carbonell · Yanqing Zhang · Dar Gilboa · Johannes Brandstetter · Alexander R Johansen · Gintare Karolina Dziugaite · Raghav Somani · Ari Morcos · Freddie Kalaitzis · Hanie Sedghi · Lechao Xiao · John Zech · Muqiao Yang · Simran Kaur · Qianli Ma · Yao-Hung Hubert Tsai · Ruslan Salakhutdinov · Sho Yaida · Zachary Lipton · Daniel Roy · Michael Carbin · Florent Krzakala · Lenka Zdeborová · Guy Gur-Ari · Ethan Dyer · Dilip Krishnan · Hossein Mobahi · Samy Bengio · Behnam Neyshabur · Praneeth Netrapalli · Kris Sankaran · Julien Cornebise · Yoshua Bengio · Vincent Michalski · Samira Ebrahimi Kahou · Md Rifat Arefin · Jiri Hron · Jaehoon Lee · Jascha Sohl-Dickstein · Samuel Schoenholz · David Schwab · Dongyu Li · Sang Keun Choe · Henning Petzka · Ashish Verma · Zhichao Lin · Cristian Sminchisescu -
2019 Workshop: Machine Learning with Guarantees »
Ben London · Gintare Karolina Dziugaite · Daniel Roy · Thorsten Joachims · Aleksander Madry · John Shawe-Taylor -
2019 Poster: Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates »
Jeffrey Negrea · Mahdi Haghifam · Gintare Karolina Dziugaite · Ashish Khisti · Daniel Roy -
2018 Poster: Data-dependent PAC-Bayes priors via differential privacy »
Gintare Karolina Dziugaite · Daniel Roy