Top-Quality Planning: Finding Practically Useful Sets of Best PlansMichael KatzShirin Sohrabiet al.2020AAAI 2020
CASTER: Predicting drug interactions with chemical substructure representationKexin HuangCao Xiaoet al.2020AAAI 2020
Generalizable resource allocation in stream processing via deep reinforcement learningXiang NiJing Liet al.2020AAAI 2020
Asymmetric resilience: Exploiting task-level idempotency for transient error recovery in accelerator-based systemsJingwen LengAlper Buyuktosunogluet al.2020HPCA 2020
Imitation learning from observations by minimizing inverse dynamics disagreementChao YangXiaojian Maet al.2019NeurIPS 2019
Hybrid 8-bit floating point (HFP8) training and inference for deep neural networksXiao SunJungwook Choiet al.2019NeurIPS 2019
Tight certificates of adversarial robustness for randomly smoothed classifiersGuang He LeeYang Yuanet al.2019NeurIPS 2019