TT
Timothy Tsai
cs.LGcs.DCcs.ROPrimary Health CareArtificial Intelligencecs.AIcs.CVcs.SEprimary carestat.ML
On Valency
published · living versionsW_9kxxyt47·v1 · currentpublished
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques
with Siva Kumar Sastry Hari, Michael B. Sullivan, Stephen W. Keckler
1 version
Preprints & journals
12 papers in the corpus · 2019–2026Misaligned by design: evaluating and deploying generative AI for the real-world conditions of primary care: a Nordic and European perspective.42762495 · Stummer, Florian O, Tsai, Timothy, Wikberg, Carl et al.2026 · 0 citationsScandinavian journal of primary health care. 2026;44(1):2735209
Transforming the Primary Care Journey with Generative AI: A Foundation Model to Boost Efficiency, Quality, and Engagement.40802036 · Yang, Betsy, Lee, Julie J, Tsai, Timothy et al.2026 · 0 citationsJournal of general internal medicine. 2026;41(3):836-840
Data Transformation to Advance AI/ML Research and Implementation in Primary Care.40721338 · Tsai, Timothy, Lee, Julie J, Phillips, Robert et al.2025 · 0 citationsAnnals of family medicine. 2025;23(4):363-367
MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications2311.05782v1 · Bo Fang, Xinyi Li, Harvey Dam et al.2023 · 0 citationsarXiv
Zhuyi: Perception Processing Rate Estimation for Safety in Autonomous Vehicles2205.03347v1 · Yu-Shun Hsiao, Siva Kumar Sastry Hari, MichałFilipiuk et al.2022 · 0 citationsarXiv
Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles2103.07403v1 · Zahra Ghodsi, Siva Kumar Sastry Hari, Iuri Frosio et al.2021 · 44 citationsarXiv
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques2006.04984v1 · Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai et al.2020 · 79 citationsarXivon Valency
Estimating Silent Data Corruption Rates Using a Two-Level Model2005.01445v1 · Siva Kumar Sastry Hari, Paolo Rech, Timothy Tsai et al.2020 · 7 citationsarXiv
ML-driven Malware that Targets AV Safety2004.13004v2 · Saurabh Jha, Shengkun Cui, Subho S. Banerjee et al.2020 · 27 citations2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks
HarDNN: Feature Map Vulnerability Evaluation in CNNs2002.09786v2 · Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher et al.2020 · 33 citationsarXiv
Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors1907.01024v1 · Saurabh Jha, Timothy Tsai, Siva Hari et al.2019 · 34 citationsarXiv
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection1907.01051v1 · Saurabh Jha, Subho S. Banerjee, Timothy Tsai et al.2019 · 120 citationsarXiv
Career total: 52 works. 12 are in this corpus.
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