Sangiovanni-Vincentelli, Alberto L.

9 publications

MLJ 2023 Scenic: A Language for Scenario Specification and Data Generation Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia

CVPRW 2022 Class-Wise Thresholding for Robust Out-of-Distribution Detection Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli

AAAI 2022 Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos

AAAI 2022 Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning Abdus Salam Azad, Edward Kim, Qiancheng Wu, Kimin Lee, Ion Stoica, Pieter Abbeel, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia

IJCAI 2018 Counterexample-Guided Data Augmentation Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia

MLJ 1996 Using the Minimum Description Length Principle to Infer Reduced Ordered Decision Graphs Arlindo L. Oliveira, Alberto L. Sangiovanni-Vincentelli

ICML 1995 Inferring Reduced Ordered Decision Graphs of Minimum Description Length Arlindo L. Oliveira, Alberto L. Sangiovanni-Vincentelli

ICML 1992 Constructive Induction Using a Non-Greedy Strategy for Feature Selection Arlindo L. Oliveira, Alberto L. Sangiovanni-Vincentelli

ICML 1991 Learning Concepts by Synthesizing Minimal Threshold Gate Networks Arlindo L. Oliveira, Alberto L. Sangiovanni-Vincentelli