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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

P. Kraft, D. Kang, D. Narayanan, S. Palkar, P. Bailis, and M. Zaharia. CoRR, (2019)

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Ewha Kang

Mihyun Kang

Andree Kang

Namhi Kang

Donghee Kang

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LIT: Learned Intermediate Representation Training for Model Compression.A. Koratana, D. Kang, P. Bailis, and M. Zaharia. ICML, volume 97 of Proceedings of Machine Learning Research, page 3509-3518. PMLR, (2019)Efficient Point Rendering Method Using Sequential Level-of-Detail.D. Kang, and B. Shin. CIS (2), volume 3802 of Lecture Notes in Computer Science, page 1127-1133. Springer, (2005)Identifying and Mitigating the Security Risks of Generative AI.C. Barrett, B. Boyd, E. Bursztein, N. Carlini, B. Chen, J. Choi, A. Chowdhury, M. Christodorescu, A. Datta, S. Feizi and 13 other author(s). Found. Trends Priv. Secur., 6 (1): 1-52 (2023)Accelerating Approximate Aggregation Queries with Expensive Predicates.D. Kang, J. Guibas, P. Bailis, T. Hashimoto, Y. Sun, and M. Zaharia. Proc. VLDB Endow., 14 (11): 2341-2354 (2021)Optimizing Video Analytics with Declarative Model Relationships.F. Romero, J. Hauswald, A. Partap, D. Kang, M. Zaharia, and C. Kozyrakis. Proc. VLDB Endow., 16 (3): 447-460 (2022)Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark.C. Coleman, D. Kang, D. Narayanan, L. Nardi, T. Zhao, J. Zhang, P. Bailis, K. Olukotun, C. Ré, and M. Zaharia. ACM SIGOPS Oper. Syst. Rev., 53 (1): 14-25 (2019)Accelerating Queries over Unstructured Data with ML.D. Kang. CIDR, www.cidrdb.org, (2021)Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.P. Kraft, D. Kang, D. Narayanan, S. Palkar, P. Bailis, and M. Zaharia. CoRR, (2019)Approximate Selection with Guarantees using Proxies.D. Kang, E. Gan, P. Bailis, T. Hashimoto, and M. Zaharia. Proc. VLDB Endow., 13 (11): 1990-2003 (2020)Task-agnostic Indexes for Deep Learning-based Queries over Unstructured Data.D. Kang, J. Guibas, P. Bailis, T. Hashimoto, and M. Zaharia. CoRR, (2020)

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Disambiguation of "Kang, Daniel"

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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

Please choose a person to relate this publication to

Ewha Kang

Mihyun Kang

Andree Kang

Namhi Kang

Donghee Kang

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Kang, Daniel"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

Please choose a person to relate this publication to

Ewha Kang

Mihyun Kang

Andree Kang

Namhi Kang

Donghee Kang

Other publications of authors with the same name

Disambiguation

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URL
DOI
BibTeX
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Chicago
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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.