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2002.11791
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PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models
26 February 2020
Yinjun Wu
V. Tannen
S. Davidson
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Papers citing
"PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models"
15 / 15 papers shown
Title
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach
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28 Oct 2024
"Forgetting" in Machine Learning and Beyond: A Survey
Alyssa Shuang Sha
Bernardo Pereira Nunes
Armin Haller
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KELM
112
1
0
31 May 2024
Partially Blinded Unlearning: Class Unlearning for Deep Networks a Bayesian Perspective
Subhodip Panda
S. Sourav
Prathosh A.P.
MU
89
2
0
24 Mar 2024
eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning
Zhiwei Zuo
Zhuo Tang
Bin Wang
KenLi Li
Anwitaman Datta
CLL
MU
46
3
0
04 Jan 2024
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks
Piyush Tiwary
Atri Guha
Subhodip Panda
Prathosh A.P.
MU
GAN
137
9
0
25 Sep 2023
Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection
Weilin Cong
Mehrdad Mahdavi
MU
50
18
0
17 Feb 2023
Zero-Shot Machine Unlearning
Vikram S Chundawat
Ayush K Tarun
Murari Mandal
Mohan S. Kankanhalli
MU
102
128
0
14 Jan 2022
Interpretable Data-Based Explanations for Fairness Debugging
Romila Pradhan
Jiongli Zhu
Boris Glavic
Babak Salimi
87
57
0
17 Dec 2021
ModelPred: A Framework for Predicting Trained Model from Training Data
Yingyan Zeng
Jiachen T. Wang
Si-An Chen
H. Just
Ran Jin
R. Jia
TDI
MU
63
4
0
24 Nov 2021
Federated Unlearning via Class-Discriminative Pruning
Junxiao Wang
Song Guo
Xin Xie
Heng Qi
MU
84
145
0
22 Oct 2021
Finding Materialized Models for Model Reuse
Minjun Zhao
Lu Chen
Keyu Yang
Yuntao Du
Yunjun Gao
73
1
0
13 Oct 2021
ProvLet: A Provenance Management Service for Long Tail Microscopy Data
Hessam Moeini
Todd Nicholson
Klara Nahrstedt
Gianni Pezzarossi
8
0
0
22 Sep 2021
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report)
Yinjun Wu
James Weimer
S. Davidson
69
4
0
19 Jul 2021
Certifiable Machine Unlearning for Linear Models
Ananth Mahadevan
M. Mathioudakis
MU
55
45
0
29 Jun 2021
DeltaGrad: Rapid retraining of machine learning models
Yinjun Wu
Yan Sun
S. Davidson
MU
72
202
0
26 Jun 2020
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