Publications

Date: 20 Aug 24 20 August 2024
Title: Swim till you sink: Computing the limit of a game
Authors: Rashida Hakim, Jason Milionis, Christos Papadimitriou, Georgios Piliouras
Venue: arXiv

Date: 13 Aug 24 13 August 2024
Title: The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
Authors: Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz
Venue: ACL 2024

Date: 7 Aug 24 7 August 2024
Title: Achieving Human Level Competitive Robot Table Tennis
Authors: David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, and Pannag R. Sanketi
Venue: arXiv

Date: 31 Jul 24 31 July 2024
Title: Pre-trained Gaussian processes for Bayesian optimization
Authors: Zi Wang, George E. Dahl, Kevin Swersky, Chansoo Lee, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani
Venue: JMLR

Date: 30 Jul 24 30 July 2024
Title: Mixture of Nested Experts: Adaptive Processing of Visual Tokens
Authors: Gagan Jain, Nidhi Hegde, Aditya Kusupati, Arsha Nagrani, Shyamal Buch, Prateek Jain, Anurag Arnab, Sujoy Paul
Venue: arXiv

Date: 21 Jul 24 21 July 2024
Title: Levels of AGI for Operationalizing Progress on the Path to AGI
Authors: Meredith Ringel Morris, Jascha Sohl-dickstein, Noah Fiedel, Tris Warkentin, Allan Dafoe, Aleksandra Faust, Clement Farbaret, Shane Legg
Venue: ICML 2024

Date: 16 Jul 24 16 July 2024
Title: Language models, like humans, show content effects on reasoning tasks
Authors: Andrew K Lampinen*, Ishita Dasgupta*, Stephanie C Y Chan, Hannah R Sheahan, Antonia Creswell, Dharshan Kumaran, James L McClelland, Felix Hill (*equal contribution)
Venue: PNAS Nexus

Date: 16 Jul 24 16 July 2024
Title: Neural Climate Data Compression
Authors: Piotr Mirowski, David Warde-Farley, Mihaela Rosca , Matthew Koichi Grimes , Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman Ravuri and Shakir Mohamed
Venue: arXiv

Date: 17 Jun 24 17 June 2024
Title: Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
Authors: AJ Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova
Venue: CVPR 2024

Date: 17 Jun 24 17 June 2024
Title: Bayes' Rays: uncertainty quantification for neural radiance fields
Authors: Lily Goli, Cody Reading, Silvia Sellan, Alec Jacobson, Andrea Tagliasacchi
Venue: CVPR 2024

Date: 17 Jun 24 17 June 2024
Title: Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
Authors: Daniel Rebain, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi
Venue: CVPR 2024

Date: 7 Jun 24 7 June 2024
Title: Don't trust your eyes: on the (un)reliability of feature visualizations
Authors: Robert Geirhos, Roland S. Zimmermann*, Blair Bilodeau*, Wieland Brendel*, Been Kim
Venue: ICML 2024

Date: 5 Jun 24 5 June 2024
Title: A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians
Authors: Piotr Mirowski, Juliette Love, Kory Mathewson, Shakir Mohamed
Venue: FAccT 2024

Date: 7 May 24 7 May 2024
Title: CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
Authors: Christopher A. Choquette-Choo, Krishnamurthy Dvijotham, Krishna Pillutla, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
Venue: ICLR 2024

Date: 7 May 24 7 May 2024
Title: Teach LLMs to Phish: Stealing Private Information from Language Models
Authors: Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
Venue: ICLR 2024

Date: 7 May 24 7 May 2024
Title: Kalman Filter for Online Classification of Non-Stationary Data
Authors: Alexandre Galashov, Michalis Titsias, Jörg Bornschein, Amal Rannen-Triki, Razvan Pascanu, Yee Whye Teh
Venue: ICLR 2024

Date: 7 May 24 7 May 2024
Title: Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
Authors: Ben Eisner*, Jon Scholz, Todor Davchev, Yi Yang, Mel Vecerik
Venue: ICLR 2024

Date: 7 May 24 7 May 2024
Title: Privacy Amplification by Sampling for the Matrix Mechanism.
Authors: Christopher A. Choquette-Choo, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
Venue: ICLR 2024

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