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Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: Adaptive CNN Computing Edge FIS_scads FPGA Inference topic_software yaff xack] URL
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Model-based autotuning of discretization methods in numerical simulations of partial differential equations. Journal of Computational Science, (57):101489, Elsevier BV, January 2022. [PUMA: imported topic_lifescience topic_software yaff] URL
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Analyzing the Impact of Workloads on Modeling the Performance of Configurable Software Systems. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2023. [PUMA: topic_software xack yaff]
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Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 690--702, IEEE, May 2023. [PUMA: Biological Economics Manuals Pipelines Production Software learning machine modeling system systems topic_software xack yaff]
Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, and Compilers. Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1--10, IEEE, March 2024. [PUMA: topic_software yaff] URL
Exploring hyperparameter usage and tuning in machine learning research. 2023 IEEE/ACM 2nd International Conference on AI Engineering -- Software Engineering for AI (CAIN), IEEE, May 2023. [PUMA: topic_language topic_software xack yaff]
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C4CAM: A Compiler for CAM-based In-memory Accelerators. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ACM, New York, NY, USA, April 2024. [PUMA: topic_software yaff xack]
Full-Stack Optimization for CAM-Only DNN Inference. arXiv, 2024. [PUMA: topic_software yaff xack]
SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs. Proceedings of the 61th Annual Design Automation Conference (DAC'24), ACM, June 2024. [PUMA: topic_software yaff xack]
The landscape of compute-near-memory and compute-in-memory: A research and commercial overview. arXiv, 2024. [PUMA: topic_software yaff xack]
Hyperdimensional Computing Quantization with Thermometer Codes. 6th Workshop on Accelerated Machine Learning (AccML), co-located with 19th International Conference on High-Performance and Embedded Architectures and Compilers (HiPEAC), 7pp, January 2024. [PUMA: topic_software yaff] URL