Research
Publications
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- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
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- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
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- Don't trust your eyes: on the (un)reliability of feature visualizations
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- An Introduction to Universal Artificial Intelligence
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- Super-Exponential Regret for UCT, AlphaGo and Variants
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- Privacy Amplification by Sampling for the Matrix Mechanism.
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- Kalman Filter for Online Classification of Non-Stationary Data
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- Teach LLMs to Phish: Stealing Private Information from Language Models
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- From Sparse to Soft Mixture of Experts
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- π2vec: Policy Representations with SuccessorFeatures
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- Adaptive Hashing: Faster Hash Functions Perhaps with Fewer Collisions
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- Learning 3D Particle-based Simulators from RGB-D Videos
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- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
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- Language Modeling Is Compression
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- Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
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- ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
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- Position: Leverage Foundational Models for Black-Box Optimization
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- Improving Dictionary Learning with Gated Sparse Autoencoders
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- Holistic Safety and Responsibility Evaluations of Advanced AI Models
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