Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
259 publications
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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
- Kalman Filter for Online Classification of Non-Stationary Data
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- 7 May 2024
- From Sparse to Soft Mixture of Experts
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- 7 May 2024
- Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
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- 7 May 2024
- Learning 3D Particle-based Simulators from RGB-D Videos
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- 7 May 2024
- Privacy Amplification by Sampling for the Matrix Mechanism.
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- 7 May 2024
- π2vec: Policy Representations with SuccessorFeatures
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- 7 May 2024
- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
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- 7 May 2024
- Teach LLMs to Phish: Stealing Private Information from Language Models
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- 7 May 2024
- Language Modeling Is Compression
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- 7 May 2024
- Adaptive Hashing: Faster Hash Functions Perhaps with Fewer Collisions
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- 6 May 2024
- Position: Leverage Foundational Models for Black-Box Optimization
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- 6 May 2024
- Advancing Biomedical Understanding with Multimodal Gemini
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- 6 May 2024
- ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
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- 6 May 2024
- Pose Priors from Language Models
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- 25 April 2024
- Improving Dictionary Learning with Gated Sparse Autoencoders
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- 22 April 2024
- Holistic Safety and Responsibility Evaluations of Advanced AI Models
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- 17 April 2024
- Many-Shot In-Context Learning