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Daniel Kifer

University of Massachusetts Amherst (per OpenAlex) · ORCID · OpenAlex

18 papers in scope · 16 published · 2 on the econ.EM arXiv · 4,440 citations · h-index 13 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. John M. Abowd
  2. Robert Ashmead
  3. Philip Leclerc
  4. Rolando A. Rodríguez
  5. Nathan Goldschlag
  6. Simson Garfinkel
  7. Pavel I. Zhuravlev
  8. Ryan Cumings-Menon
  9. Sourya Dey
  10. Ramy N. Tadros
  11. David Darais
  12. Ethan Lew
  13. Lars Vilhuber
  14. Tamara S. Adams
  15. Scott Moore
  16. Ashwin Machanavajjhala
  17. Micah Heineck
  18. Christine Antonie Heiss
  19. Brett Moran
  20. Matthew Spence

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(3 of 18)

Statistics-Friendly Confidentiality Protection for Establishment Data, with Applications to the QCEW
published2026 · Proceedings on Privacy Enhancing Technologies
with Kaitlyn Webb, Prottay Protivash, John Durrell, Aleksandra Slavković, Daniell Toth
Proceedings on Privacy Enhancing Technologies
Physics informed neural network can retrieve rate and state friction parameters from acoustic monitoring of laboratory stick-slip experiments
published2024 · Scientific Reports · 18 citations
with Prabhav Borate, Jacques Rivière, Samson Marty, Chris Marone, Parisa Shokouhi
Scientific Reports
A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census
working paper2023 · arXiv · 4 citations
with John M. Abowd, Tamara S. Adams, Robert Ashmead, David Darais, Sourya Dey, Simson Garfinkel, Nathan Goldschlag, Michael B. Hawes, Philip Leclerc, Ethan Lew, Scott Moore, Rolando A. Rodríguez, …
Paper profile arXiv arXiv:2312.11283
An in-depth examination of requirements for disclosure risk assessment
published2023 · Proceedings of the National Academy of Sciences · 13 citations
with Ron S. Jarmin, John M. Abowd, Robert Ashmead, Ryan Cumings-Menon, Nathan Goldschlag, Michael B. Hawes, Sallie Keller-McNulty, Philip Leclerc, Jerome P. Reiter, Rolando A. Rodríguez, Ian M. Schmutte, Victoria A. Velkoff, …
Paper profile Proceedings of the National Academy of Sciences arXiv:2310.09398
Differentiable modelling to unify machine learning and physical models for geosciences
published2023 · Nature Reviews Earth & Environment · 405 citations
with Chaopeng Shen, Alison Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre M. Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, …
Nature Reviews Earth & Environment
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 13 citations
with Alexander G. Ororbia, Ankur Mali, C. Lee Giles
Proceedings of the AAAI Conference on Artificial Intelligence
The 2020 Census Disclosure Avoidance System TopDown Algorithm
working paper2022 · arXiv · 75 citations
with John M. Abowd, Robert Ashmead, Ryan Cumings-Menon, Simson Garfinkel, Micah Heineck, Christine Antonie Heiss, Robert Johns, Philip Leclerc, Ashwin Machanavajjhala, Brett Moran, William Sexton, Matthew Spence, …
Paper profile arXiv arXiv:2204.08986
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units
published2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 6 citations
with Ankur Mali, Alexander G. Ororbia, C. Lee Giles
Proceedings of the AAAI Conference on Artificial Intelligence
Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping
published2020 · Proceedings on Privacy Enhancing Technologies · 27 citations
with Jae Wook Lee, Lee Jaewoo
Proceedings on Privacy Enhancing Technologies
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations
published2020 · IEEE Transactions on Neural Networks and Learning Systems · 10 citations · first circulated 2018
with Alexander G. Ororbia, Ankur Mali, C. Lee Giles
IEEE Transactions on Neural Networks and Learning Systems
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching
published2019 · Proceedings of the AAAI Conference on Artificial Intelligence · 17 citations
with Yang Xiao, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, C. Lee Giles
Proceedings of the AAAI Conference on Artificial Intelligence
A New Class of Private Chi-Square Hypothesis Tests.
published2017 · International Conference on Artificial Intelligence and Statistics · 22 citations · first circulated 2016
with Ryan Rogers
International Conference on Artificial Intelligence and Statistics
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets
published2017 · Proceedings of the AAAI Conference on Artificial Intelligence · 7 citations
with Omar Montasser
Proceedings of the AAAI Conference on Artificial Intelligence
Information Measures in Statistical Privacy and Data Processing Applications
published2015 · ACM Transactions on Knowledge Discovery from Data · 16 citations
with Bing-Rong Lin
ACM Transactions on Knowledge Discovery from Data
Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression.
published2012 · Conference on Learning Theory · 48 citations
with Adam Smith, Abhradeep Thakurta
no link
What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model
published2010 · Proceedings of the AAAI Conference on Artificial Intelligence · 83 citations
with Chen Bi, Leilei Zhu, Dongwon Lee
Proceedings of the AAAI Conference on Artificial Intelligence
L -diversity
published2007 · ACM Transactions on Knowledge Discovery from Data · 3606 citations
with Ashwin Machanavajjhala, Johannes Gehrke, Muthuramakrishnan Venkitasubramaniam
ACM Transactions on Knowledge Discovery from Data
DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints
published2003 · Data Mining and Knowledge Discovery · 70 citations
with Cristian Bucilă, Johannes Gehrke, Walker White
Data Mining and Knowledge Discovery

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.