Everything about DP

🧭 Start here: a 6-step reading path

1. Read the overview: DPA 5-minute orientation
2. Skim a recent paper: How to DP-fy ML: A Practical Guide to Machine Learning with Differential PrivacyInfluential work since 2022
3. Pick up a classic book: En torno al casticismoThe most-reprinted book on the subject
4. Read the landmark paper: DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy modelsCited 998 times
5. Go sideways: DPPA closely related topic
6. Go sideways: Pokémon Diamond and PearlA closely related topic

🏆 Landmark papers (most cited)

• DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models

  Yuzhi Zhang, Haidi Wang, Weijie Chen · 2020 · Computer Physics Communications · 998 citations

• ACC/AHA guidelines for coronary angiography11“ACC/AHA Guidelines for Coronary Angiography” was approved by the American College of Cardiology Board of Trustees in October 1998 and by the American Heart Association Science Advisory and Coordinating Committee in December 1998.22When citing this document, the American College of Cardiology and the American Heart Association request that the following format be used: Scanlon PJ, Faxon DP, Audet AM, Carabello B, Dehmer GJ, Eagle KA, Legako RD, Leon DF, Murray JA, Nissen SD, Pepine CJ, Watson RM. ACC/AHA guidelines for coronary angiography: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee on Coronary Angiography). J Am Coll Cardiol1999;33:1756–82433This document is available on the websites of the ACC (www.acc.org) and the AHA (www.americanheart.org). Reprints of this document (the complete guidelines) are available for $5 each by calling 800-253-4636 (US only) or writing the American College of Cardiology, Educational Services, 9111 Old Georgetown Road, Bethesda, MD 20814-1699. Ask for reprint No. 71-0164. To obtain a reprint of the shorter version (executive summary and summary of recommendations) published in the May 4, 1999, issue of Circulation, ask for reprint No. 71-0163. To purchase additional reprints (specify version and reprint number): up to 999 copies, call 800-611-6083 (US only) or fax 413-665-2671; 1000 or more copies, call 214-706-1466, fax 214-691-6342, or e-mail pubauth@heart.org

  Patrick J Scanlon, David P Faxon, Anne-Marie Audet · 1999 · Journal of the American College of Cardiology · 769 citations

• Peptide binding predictions for HLA DR, DP and DQ molecules

  Peng Wang, John Sidney, Yohan Kim · 2010 · BMC Bioinformatics · 632 citations

• FETI‐DP: a dual–primal unified FETI method—part I: A faster alternative to the two‐level FETI method

  Charbel Farhat, Michel Lesoinne, Patrick LeTallec · 2001 · International Journal for Numerical Methods in Engineering · 547 citations

• Coherence of geomagneticDP2 fluctuations with interplanetary magnetic variations

  Atsuhiro Nishida · 1968 · Journal of Geophysical Research · 456 citations

• A genome-wide association study identifies variants in the HLA-DP locus associated with chronic hepatitis B in Asians

  Yoichiro Kamatani, Sukanya Wattanapokayakit, Hidenori Ochi · 2009 · Nature Genetics · 455 citations

• Heterodimerization of the transcription factors E2F-1 and DP-1 leads to cooperative trans-activation.

  K Helin, C L Wu, A R Fattaey · 1993 · Genes & Development · 396 citations

• Usefulness and limitations of the rate of rise of intraventricular pressure (dp/dt) in the evaluation of myocardial contractility in man∗

  Dean T. Mason · 1969 · The American Journal of Cardiology · 326 citations

🆕 Influential since 2022

• How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy

  Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin · 2023 · Journal of Artificial Intelligence Research · 171 citations

• DP Compress: A Model Compression Scheme for Generating Efficient Deep Potential Models

  Denghui Lu, Wanrun Jiang, Yixiao Chen · 2022 · Journal of Chemical Theory and Computation · 100 citations

• DP-FishNet: Dual-path Pyramid Vision Transformer-based underwater fish detection network

  Yang Liu, Dong An, Yinjie Ren · 2024 · Expert Systems with Applications · 86 citations

• Convolutional Neural Network-Aided DP-64 QAM Coherent Optical Communication Systems

  Chao Li, Yongjun Wang, Jingjing Wang · 2022 · Journal of Lightwave Technology · 82 citations

• Efficacy and safety of trastuzumab deruxtecan (T-DXd) in patients (pts) with HER2-expressing solid tumors: DESTINY-PanTumor02 (DP-02) interim results.

  Funda Meric-Bernstam, Vicky Makker, Ana Oaknin · 2023 · Journal of Clinical Oncology · 79 citations

📚 Books worth reading

• En torno al casticismoMiguel de Unamuno · 1923
• BarcelonasManuel Vázquez Montalbán · 1987
• Historia de España, 3er. MilenioElena Hernández Sandoica · 2001
• Portugal da paz da Restauração ao ouro do BrazilAvelino de Freitas de Meneses · 1987
• Pensamiento políticoMiguel de Unamuno · 1965
• 📕SpainP. E. Russell · 1973
• The ModernsPaul Julian Smith · 2000
• Democratic SpainR. Gillespie · 1995

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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