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
Constrained deep neural network architecture search for IoT devices accounting for hardware calibrationFlorian ScheideggerLuca Beniniet al.2019NeurIPS 2019