D'Antoni, Loris

4 publications

NeurIPS 2025 Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Emmanuel Anaya Gonzalez, Sairam Vaidya, Kanghee Park, Ruyi Ji, Taylor Berg-Kirkpatrick, Loris D'Antoni

NeurIPS 2024 Grammar-Aligned Decoding Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick, Nadia Polikarpova, Loris D'Antoni

NeurIPS 2022 BagFlip: A Certified Defense Against Data Poisoning Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni

NeurIPS 2021 Certifying Robustness to Programmable Data Bias in Decision Trees Anna Meyer, Aws Albarghouthi, Loris D'Antoni