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Alex Dimakis Talk
Alex Dimakis
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Alex Dimakis (University of Texas, Austin)
More from the Same Authors
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2022 : Score-based Seismic Inverse Problems »
Sriram Ravula · Dimitri Voytan · Elad Liebman · Ram Tuvi · Yash Gandhi · Hamza Ghani · Alex Ardel · Mrinal Sen · Alex Dimakis -
2022 : HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing »
Tianlong Chen · Chengyue Gong · Daniel Diaz · Xuxi Chen · Jordan Wells · Qiang Liu · Zhangyang Wang · Andrew Ellington · Alex Dimakis · Adam Klivans -
2022 : Discovering the Hidden Vocabulary of DALLE-2 »
Giannis Daras · Alex Dimakis -
2022 : Multiresolution Textual Inversion »
Giannis Daras · Alex Dimakis -
2023 Poster: Ambient Diffusion: Learning Clean Distributions from Corrupted Data »
Giannis Daras · Kulin Nitinkumar Shah · Yuval Dagan · Aravind Gollakota · Alex Dimakis · Adam Klivans -
2023 Poster: Solving Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models »
Litu Rout · Negin Raoof · Giannis Daras · Constantine Caramanis · Alex Dimakis · Sanjay Shakkottai -
2023 Poster: Martingale Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent »
Giannis Daras · Yuval Dagan · Alex Dimakis · Constantinos Daskalakis -
2023 Poster: DataComp: In search of the next generation of multimodal datasets »
Samir Yitzhak Gadre · Gabriel Ilharco · Alex Fang · Jonathan Hayase · Georgios Smyrnis · Thao Nguyen · Ryan Marten · Mitchell Wortsman · Dhruba Ghosh · Jieyu Zhang · Eyal Orgad · Rahim Entezari · Giannis Daras · Sarah Pratt · Vivek Ramanujan · Yonatan Bitton · Kalyani Marathe · Stephen Mussmann · Richard Vencu · Mehdi Cherti · Ranjay Krishna · Pang Wei Koh · Olga Saukh · Alexander Ratner · Shuran Song · Hannaneh Hajishirzi · Ali Farhadi · Romain Beaumont · Sewoong Oh · Alex Dimakis · Jenia Jitsev · Yair Carmon · Vaishaal Shankar · Ludwig Schmidt -
2023 Oral: DataComp: In search of the next generation of multimodal datasets »
Samir Yitzhak Gadre · Gabriel Ilharco · Alex Fang · Jonathan Hayase · Georgios Smyrnis · Thao Nguyen · Ryan Marten · Mitchell Wortsman · Dhruba Ghosh · Jieyu Zhang · Eyal Orgad · Rahim Entezari · Giannis Daras · Sarah Pratt · Vivek Ramanujan · Yonatan Bitton · Kalyani Marathe · Stephen Mussmann · Richard Vencu · Mehdi Cherti · Ranjay Krishna · Pang Wei Koh · Olga Saukh · Alexander Ratner · Shuran Song · Hannaneh Hajishirzi · Ali Farhadi · Romain Beaumont · Sewoong Oh · Alex Dimakis · Jenia Jitsev · Yair Carmon · Vaishaal Shankar · Ludwig Schmidt -
2022 Poster: Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve »
Giannis Daras · Negin Raoof · Zoi Gkalitsiou · Alex Dimakis -
2022 Poster: Zonotope Domains for Lagrangian Neural Network Verification »
Matt Jordan · Jonathan Hayase · Alex Dimakis · Sewoong Oh -
2021 Poster: Inverse Problems Leveraging Pre-trained Contrastive Representations »
Sriram Ravula · Georgios Smyrnis · Matt Jordan · Alex Dimakis -
2021 Poster: Robust Compressed Sensing MRI with Deep Generative Priors »
Ajil Jalal · Marius Arvinte · Giannis Daras · Eric Price · Alex Dimakis · Jon Tamir -
2020 Poster: SMYRF - Efficient Attention using Asymmetric Clustering »
Giannis Daras · Nikita Kitaev · Augustus Odena · Alex Dimakis -
2020 Poster: Applications of Common Entropy for Causal Inference »
Murat Kocaoglu · Sanjay Shakkottai · Alex Dimakis · Constantine Caramanis · Sriram Vishwanath -
2020 Poster: Exactly Computing the Local Lipschitz Constant of ReLU Networks »
Matt Jordan · Alex Dimakis -
2020 Poster: Robust compressed sensing using generative models »
Ajil Jalal · Liu Liu · Alex Dimakis · Constantine Caramanis -
2019 : Opening Remarks »
Reinhard Heckel · Paul Hand · Alex Dimakis · Joan Bruna · Deanna Needell · Richard Baraniuk -
2019 Workshop: Information Theory and Machine Learning »
Shengjia Zhao · Jiaming Song · Yanjun Han · Kristy Choi · Pratyusha Kalluri · Ben Poole · Alex Dimakis · Jiantao Jiao · Tsachy Weissman · Stefano Ermon -
2019 Workshop: Solving inverse problems with deep networks: New architectures, theoretical foundations, and applications »
Reinhard Heckel · Paul Hand · Richard Baraniuk · Joan Bruna · Alex Dimakis · Deanna Needell -
2019 Poster: Inverting Deep Generative models, One layer at a time »
Qi Lei · Ajil Jalal · Inderjit Dhillon · Alex Dimakis -
2019 Poster: Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes »
Matt Jordan · Justin Lewis · Alex Dimakis -
2019 Poster: Primal-Dual Block Generalized Frank-Wolfe »
Qi Lei · JIACHENG ZHUO · Constantine Caramanis · Inderjit Dhillon · Alex Dimakis -
2019 Poster: Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models »
Shanshan Wu · Sujay Sanghavi · Alex Dimakis -
2019 Spotlight: Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models »
Shanshan Wu · Sujay Sanghavi · Alex Dimakis -
2019 Poster: Learning Distributions Generated by One-Layer ReLU Networks »
Shanshan Wu · Alex Dimakis · Sujay Sanghavi -
2018 Poster: Experimental Design for Cost-Aware Learning of Causal Graphs »
Erik Lindgren · Murat Kocaoglu · Alex Dimakis · Sriram Vishwanath -
2017 Workshop: NIPS Highlights (MLTrain), Learn How to code a paper with state of the art frameworks »
Alex Dimakis · Nikolaos Vasiloglou · Guy Van den Broeck · Alexander Ihler · Assaf Araki -
2017 Poster: Streaming Weak Submodularity: Interpreting Neural Networks on the Fly »
Ethan Elenberg · Alex Dimakis · Moran Feldman · Amin Karbasi -
2017 Oral: Streaming Weak Submodularity: Interpreting Neural Networks on the Fly »
Ethan Elenberg · Alex Dimakis · Moran Feldman · Amin Karbasi -
2017 Poster: Model-Powered Conditional Independence Test »
Rajat Sen · Ananda Theertha Suresh · Karthikeyan Shanmugam · Alex Dimakis · Sanjay Shakkottai -
2016 Poster: Leveraging Sparsity for Efficient Submodular Data Summarization »
Erik Lindgren · Shanshan Wu · Alex Dimakis -
2016 Poster: Single Pass PCA of Matrix Products »
Shanshan Wu · Srinadh Bhojanapalli · Sujay Sanghavi · Alex Dimakis -
2015 Poster: Orthogonal NMF through Subspace Exploration »
Megasthenis Asteris · Dimitris Papailiopoulos · Alex Dimakis -
2015 Poster: Sparse PCA via Bipartite Matchings »
Megasthenis Asteris · Dimitris Papailiopoulos · Anastasios Kyrillidis · Alex Dimakis -
2015 Poster: Learning Causal Graphs with Small Interventions »
Karthikeyan Shanmugam · Murat Kocaoglu · Alex Dimakis · Sriram Vishwanath -
2014 Poster: Sparse Polynomial Learning and Graph Sketching »
Murat Kocaoglu · Karthikeyan Shanmugam · Alex Dimakis · Adam Klivans -
2014 Poster: On the Information Theoretic Limits of Learning Ising Models »
Rashish Tandon · Karthikeyan Shanmugam · Pradeep Ravikumar · Alex Dimakis -
2014 Oral: Sparse Polynomial Learning and Graph Sketching »
Murat Kocaoglu · Karthikeyan Shanmugam · Alex Dimakis · Adam Klivans