Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
240 publications
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- 17 October 2024
- Prompting Considered Harmful
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- 14 October 2024
- Predicting from Strings: Language Model Embeddings for Bayesian Optimization
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- 9 October 2024
- Diffusion model predictive control
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- 26 September 2024
- Geometric-Averaged Preference Optimization for Soft Preference Labels
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- 21 September 2024
- Learned feature representations are biased by complexity, learning order, position, and more
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- 19 September 2024
- Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
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- 7 September 2024
- Modeling the Arrows of Time with Causal Multibaker Maps
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- 21 August 2024
- The Vizier Gaussian Process Bandit Algorithm
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- 20 August 2024
- Swim till you sink: Computing the limit of a game
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- 13 August 2024
- The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
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- 7 August 2024
- Achieving Human Level Competitive Robot Table Tennis
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- 31 July 2024
- Pre-trained Gaussian processes for Bayesian optimization
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- 30 July 2024
- Mixture of Nested Experts: Adaptive Processing of Visual Tokens
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- 21 July 2024
- Levels of AGI for Operationalizing Progress on the Path to AGI
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- 16 July 2024
- Language models, like humans, show content effects on reasoning tasks
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- 16 July 2024
- Neural Climate Data Compression
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- 17 June 2024
- Bayes' Rays: uncertainty quantification for neural radiance fields
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- 17 June 2024
- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
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- 17 June 2024
- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
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- 10 June 2024
- Tx-LLM: A Large Language Model for Therapeutics
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- 7 June 2024
- Don't trust your eyes: on the (un)reliability of feature visualizations
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- 5 June 2024
- A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians
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- 28 May 2024
- An Introduction to Universal Artificial Intelligence
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- 8 May 2024
- Super-Exponential Regret for UCT, AlphaGo and Variants
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- 7 May 2024
- From Sparse to Soft Mixture of Experts
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- 7 May 2024
- Language Modeling Is Compression
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- 7 May 2024
- π2vec: Policy Representations with SuccessorFeatures
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- 7 May 2024
- Adaptive Hashing: Faster Hash Functions Perhaps with Fewer Collisions
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- 7 May 2024
- Learning 3D Particle-based Simulators from RGB-D Videos
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- 7 May 2024
- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING