Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
On the Hardness of Conditional Independence Testing In PracticeAlphabet, Google DeepMind, Microsoft · neural information processing systemsJan 1, 2025Optimal Mistake Bounds for Transductive Online LearningAlphabet · neural information processing systemsJan 1, 2025RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence ModelingGoogle DeepMind · neural information processing systemsJan 1, 2025Risk Management for Mitigating Benchmark Failure Modes: BenchRiskAlphabet · neural information processing systemsJan 1, 2025A Unified Approach to Submodular Maximization Under NoiseAlphabet · neural information processing systemsJan 1, 2025CLEVER: A Curated Benchmark for Formally Verified Code GenerationGoogle DeepMind · neural information processing systemsJan 1, 2025When Do Transformers Outperform Feedforward and Recurrent Networks? A Statistical PerspectiveAlphabet · neural information processing systemsJan 1, 2025Differentially Private Relational Learning with Entity-level Privacy GuaranteesAlphabet · neural information processing systemsJan 1, 2025RADAR: Benchmarking Language Models on Imperfect Tabular DataAlphabet · neural information processing systemsJan 1, 2025MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model PretrainingAlphabet · neural information processing systemsJan 1, 2025Capturing Individual Human Preferences with Reward FeaturesAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Synthesize Privacy-Preserving High-Resolution Images via Private Textual IntermediariesAlphabet, Microsoft · neural information processing systemsJan 1, 2025State Entropy Regularization for Robust Reinforcement LearningAlphabet · neural information processing systemsJan 1, 2025Pairwise Calibrated Rewards for Pluralistic AlignmentAlphabet · neural information processing systemsJan 1, 2025Exploring Diffusion Transformer Designs via GraftingAlphabet · neural information processing systemsJan 1, 2025Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language ModelsAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Self-Improving Embodied Foundation ModelsAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using ConcordiaAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge RetrievalAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMsGoogle DeepMind · neural information processing systemsJan 1, 2025Bigram Subnetworks: Mapping to Next Tokens in Transformer Language ModelsGoogle DeepMind · neural information processing systemsJan 1, 2025The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT ImprovementsGoogle DeepMind, Meta · neural information processing systemsJan 1, 2025AutoDiscovery: Open-ended Scientific Discovery via Bayesian SurpriseAllen Institute for AI, Alphabet · neural information processing systemsJan 1, 2025CoT Red-Handed: Stress Testing Chain-of-Thought MonitoringAlphabet, OpenAI · neural information processing systemsJan 1, 2025Isotropic Noise in Stochastic and Quantum Convex OptimizationAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025