CharED: Character-wise Ensemble Decoding for Large Language ModelsKevin GuEva Tueckeet al.2024ICML 2024
Towards Collecting Royalties for Copyrighted Data for Generative ModelsHeiko LudwigYi Zhouet al.2024ICWS 2024
Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware InvestmentsAyush JainManikandan Padmanabanet al.2024ICLR 2024
Plan-SOFAI: A Neuro-Symbolic Planning ArchitectureFrancesco FabianoVishal Pallaganiet al.2024AAAI 2024
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model ResilienceJanvi ThakkarGiulio Zizzoet al.2024AAAI 2024
Differentially Private and Adversarially Robust Machine Learning: An Empirical EvaluationJanvi ThakkarGiulio Zizzoet al.2024AAAI 2024
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning AttacksShuli JiangSwanand Ravindra Kadheet al.2023NeurIPS 2023
Estimating Fréchet bounds for validating programmatic weak supervisionFelipe Maia PoloMikhail Yurochkinet al.2023NeurIPS 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMsSwanand Ravindra KadheAnisa Halimiet al.2023NeurIPS 2023