Z-Inspection®: A Process to Assess Trustworthy AI RV Zicari, J Brodersen, J Brusseau, B Düdder, T Eichhorn, T Ivanov, ... IEEE Transactions on Technology and Society 2 (2), 83-97, 2021 | 83 | 2021 |
Cache-oblivious wavefront: improving parallelism of recursive dynamic programming algorithms without losing cache-efficiency Y Tang, R You, H Kan, JJ Tithi, P Ganapathi, RA Chowdhury Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of …, 2015 | 40 | 2015 |
Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier RV Zicari, S Ahmed, J Amann, SA Braun, J Brodersen, F Bruneault, ... Frontiers in Human Dynamics 3, 688152, 2021 | 39 | 2021 |
On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls RV Zicari, J Brusseau, SN Blomberg, HC Christensen, M Coffee, ... Front. Hum. Dyn., 2021 | 34 | 2021 |
Autogen: Automatic discovery of cache-oblivious parallel recursive algorithms for solving dynamic programs R Chowdhury, P Ganapathi, JJ Tithi, C Bachmeier, BC Kuszmaul, ... ACM SIGPLAN Notices 51 (8), 1-12, 2016 | 34 | 2016 |
Alto: Adaptive linearized storage of sparse tensors AE Helal, J Laukemann, F Checconi, JJ Tithi, T Ranadive, F Petrini, ... Proceedings of the ACM International Conference on Supercomputing, 404-416, 2021 | 30 | 2021 |
PIUMA: programmable integrated unified memory architecture S Aananthakrishnan, NK Ahmed, V Cave, M Cintra, Y Demir, KD Bois, ... arXiv preprint arXiv:2010.06277, 2020 | 24 | 2020 |
Provably efficient scheduling of cache-oblivious wavefront algorithms R Chowdhury, P Ganapathi, Y Tang, JJ Tithi Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and …, 2017 | 22 | 2017 |
High-performance energy-efficient recursive dynamic programming with matrix-multiplication-like flexible kernels JJ Tithi, P Ganapathi, A Talati, S Aggarwal, R Chowdhury 2015 IEEE International Parallel and Distributed Processing Symposium, 303-312, 2015 | 22 | 2015 |
Exploiting spatial architectures for edit distance algorithms JJ Tithi, NC Crago, JS Emer 2014 IEEE International Symposium on Performance Analysis of Systems and …, 2014 | 22 | 2014 |
Misim: An end-to-end neural code similarity system F Ye, S Zhou, A Venkat, R Marucs, N Tatbul, JJ Tithi, P Petersen, ... arXiv preprint arXiv:2006.05265, 2020 | 21 | 2020 |
Assessing trustworthy AI in times of COVID-19: deep learning for predicting a multiregional score conveying the degree of lung compromise in COVID-19 patients H Allahabadi, J Amann, I Balot, A Beretta, C Binkley, J Bozenhard, ... IEEE Transactions on Technology and Society 3 (4), 272-289, 2022 | 17 | 2022 |
Autogen: Automatic discovery of efficient recursive divide-8-conquer algorithms for solving dynamic programming problems R Chowdhury, P Ganapathi, S Tschudi, JJ Tithi, C Bachmeier, ... ACM Transactions on Parallel Computing (TOPC) 4 (1), 1-30, 2017 | 17 | 2017 |
Avoiding locks and atomic instructions in shared-memory parallel BFS using optimistic parallelization JJ Tithi, D Matani, G Menghani, RA Chowdhury 2013 IEEE International Symposium on Parallel & Distributed Processing …, 2013 | 14 | 2013 |
Improving parallelism of recursive stencil computations without sacrificing cache performance Y Tang, R You, H Kan, JJ Tithi, P Ganapathi, RA Chowdhury Proceedings of the Second Workshop on Optimizing Stencil Computations, 1-7, 2014 | 11 | 2014 |
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures A Nguyen, AE Helal, F Checconi, J Laukemann, JJ Tithi, Y Soh, ... arXiv preprint arXiv:2201.12523 26, 1-13, 2022 | 9 | 2022 |
Large language models based automatic synthesis of software specifications S Mandal, A Chethan, V Janfaza, SM Mahmud, TA Anderson, J Turek, ... arXiv preprint arXiv:2304.09181, 2023 | 8 | 2023 |
How to assess trustworthy AI in practice RV Zicari, J Amann, F Bruneault, M Coffee, B Düdder, E Hickman, ... arXiv preprint arXiv:2206.09887, 2022 | 8 | 2022 |
Prune the unnecessary: Parallel pull-push louvain algorithms with automatic edge pruning JJ Tithi, A Stasiak, S Aananthakrishnan, F Petrini Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020 | 8 | 2020 |
Misim: A neural code semantics similarity system using the context-aware semantics structure F Ye, S Zhou, A Venkat, R Marcus, N Tatbul, JJ Tithi, N Hasabnis, ... arXiv preprint arXiv:2006.05265, 2020 | 8 | 2020 |