Daniel Lowd

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Jonathan Brophy

> Home > Persons > Daniel Lowd

Publications

2023
[j5]
- view
  - electronic edition @ jmlr.org (open access)
  - no references & citations available
- export record
  dblp key:
  - journals/jmlr/BrophyHL23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/jmlr/BrophyHL23
Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd:
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees. J. Mach. Learn. Res. 24: 154:1-154:48 (2023)
2022
[c45]
- view
  - electronic edition @ nips.cc (open access)
  - no references & citations available
- export record
  dblp key:
  - conf/nips/BrophyL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/nips/BrophyL22
Jonathan Brophy, Daniel Lowd:
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees. NeurIPS 2022
[i19]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2201-08555
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2201-08555
Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Sameer Singh, Daniel Lowd:
Identifying Adversarial Attacks on Text Classifiers. CoRR abs/2201.08555 (2022)
[i17]
- view
  - electronic edition via DOI (open access)
  - references & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2205-00359
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2205-00359
Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd:
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees. CoRR abs/2205.00359 (2022)
[i16]
- view
  - electronic edition via DOI (open access)
  - references & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2205-11412
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2205-11412
Jonathan Brophy, Daniel Lowd:
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees. CoRR abs/2205.11412 (2022)
[i14]
- view
  - electronic edition via DOI (open access)
  - references & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2210-12233
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2210-12233
Kalyani Asthana, Zhouhang Xie, Wencong You, Adam Noack, Jonathan Brophy, Sameer Singh, Daniel Lowd:
TCAB: A Large-Scale Text Classification Attack Benchmark. CoRR abs/2210.12233 (2022)
2021
[c44]
- view
  authority control:
- export record
  dblp key:
  - conf/blackboxnlp/XieBNYAPRHLS21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/blackboxnlp/XieBNYAPRHLS21
Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Zayd Hammoudeh, Daniel Lowd, Sameer Singh:
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations. BlackboxNLP@EMNLP 2021: 69-78
[c43]
- view
  - electronic edition @ mlr.press (open access)
  - no references & citations available
- export record
  dblp key:
  - conf/icml/BrophyL21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icml/BrophyL21
Jonathan Brophy, Daniel Lowd:
Machine Unlearning for Random Forests. ICML 2021: 1092-1104
2020
[i12]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2001-04909
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2001-04909
Jonathan Brophy, Daniel Lowd:
EGGS: A Flexible Approach to Relational Modeling of Social Network Spam. CoRR abs/2001.04909 (2020)
[i10]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2009-05530
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-05530
Jonathan Brophy, Daniel Lowd:
TREX: Tree-Ensemble Representer-Point Explanations. CoRR abs/2009.05530 (2020)
[i9]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2009-05567
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-05567
Jonathan Brophy, Daniel Lowd:
DART: Data Addition and Removal Trees. CoRR abs/2009.05567 (2020)
2017
[c38]
- view
  - electronic edition @ aaai.org (archived)
  - no references & citations available
- export record
  dblp key:
  - conf/aaai/BrophyL17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/BrophyL17
Jonathan Brophy, Daniel Lowd:
Collective Classification of Social Network Spam. AAAI Workshops 2017

a service of

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.