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Declarative Data Serving: The Future of Machine Learning Inference on the Edge.

, , , and . Proc. VLDB Endow., 14 (11): 2555-2562 (2021)

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RHNAS: Realizable Hardware and Neural Architecture Search., , , , , , , , and . CoRR, (2021)Enabling NAS with Automated Super-Network Generation., , , , , and . CoRR, (2021)Trends and Opportunities for SRAM Based In-Memory and Near-Memory Computation., , , , , , , , , and . ISQED, page 547-552. IEEE, (2021)A Manifold Learning based Video Prediction approach for Deep Motion Transfer., , , , , and . ICCVW, page 4214-4221. IEEE, (2021)Mem-Rec: Memory Efficient Recommendation System using Alternative Representation., , , , , and . CoRR, (2023)A 93 TOPS/Watt Near-Memory Reconfigurable SAD Accelerator for HEVC/AV1/JEM Encoding., , , , , , , , and . DATE, page 1400-1403. IEEE, (2021)Automated Super-Network Generation for Scalable Neural Architecture Search., , , , , , , and . AutoML, volume 188 of Proceedings of Machine Learning Research, page 5/1-15. PMLR, (2022)GraphBuilder: scalable graph ETL framework., , and . GRADES, page 4. CWI/ACM, (2013)ARGO: An Auto-Tuning Runtime System for Scalable GNN Training on Multi-Core Processor., , , , , and . CoRR, (2024)Evolving Zero Cost Proxies For Neural Architecture Scoring., , , and . CoRR, (2022)