Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language ModelsShengyun PengPin-Yu Chenet al.2024NeurIPS 2024
Geometry of naturalistic object representations in recurrent neural network models of working memoryXiaoxuan LeiTaku Itoet al.2024NeurIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time SeriesVijay EArindam Jatiet al.2024NeurIPS 2024
Dense Associative Memory Through the Lens of Random FeaturesBenjamin HooverDuen Horng Chauet al.2024NeurIPS 2024
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics DiscoveryYue YuNing Liuet al.2024NeurIPS 2024
Interpolating Item and User Fairness in Multi-Sided RecommendationsQinyi ChenJason Cheuk Nam Lianget al.2024NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models BenchmarkingGabriel RiouxApoorva Nitsureet al.2024NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal TransportIgor MelnykYoussef Mrouehet al.2024NeurIPS 2024