From 936f8056e047aecbce48201acafa22b27a11a633 Mon Sep 17 00:00:00 2001 From: youngfish42 Date: Tue, 6 Feb 2024 00:28:55 +0800 Subject: [PATCH] auto update @ 2024-02-05T16:28:54Z Asia/Shanghai --- README.md | 4 ++-- data.yaml | 16 ++++++++++++++++ 2 files changed, 18 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 6bad9f0..5ea3efd 100644 --- a/README.md +++ b/README.md @@ -373,8 +373,8 @@ Federated Learning papers accepted by top ML(machine learning) conference and jo |Title | Affiliation | Venue | Year | Materials| | ------------------------------------------------------------ | ------------------------------------------------------------ | -------------- | ---- | ------------------------------------------------------------ | | SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning | University at Buffalo | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=ZdxGmJGKOo)] [[PDF](https://arxiv.org/abs/2305.19442)] [[SUPP](https://openreview.net/attachment?id=ZdxGmJGKOo&name=supplementary_material)] | -| Mechanism Design for Collaborative Normal Mean Estimation | UW-Madison | NeurIPS | 2023 | [PUB](https://openreview.net/forum?id=yKCLfOOIL7) [PDF](https://arxiv.org/abs/2306.06351) | -| Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity | EPFL | NeurIPS | 2023 | [PUB](https://openreview.net/forum?id=n3fPDW87is) [PDF](https://arxiv.org/abs/2309.13591) [code](https://github.com/GeovaniRizk/Robust-Distributed-Learning-Tight-Error-Bounds-and-Breakdown-Point-under-Data-Heterogeneity) | +| Mechanism Design for Collaborative Normal Mean Estimation | UW-Madison | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=yKCLfOOIL7)] [[PDF](https://arxiv.org/abs/2306.06351)] | +| Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity | EPFL | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=n3fPDW87is)] [[PDF](https://arxiv.org/abs/2309.13591)] [[CODE](https://github.com/GeovaniRizk/Robust-Distributed-Learning-Tight-Error-Bounds-and-Breakdown-Point-under-Data-Heterogeneity)] | | Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization | UIUC | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=9OqezkNxnX)] [[SUPP](https://openreview.net/attachment?id=9OqezkNxnX&name=supplementary_material)] | | Convergence Analysis of Sequential Federated Learning on Heterogeneous Data | BUPT | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=Dxhv8Oja2V)] [[PDF](https://arxiv.org/abs/2311.03154)] [[CODE](https://github.com/liyipeng00/convergence)] | | Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition | MBZUAI | NeurIPS | 2023 | [[PUB](https://openreview.net/forum?id=LGKxz9clGG)] [[PDF](https://arxiv.org/abs/2310.15165)] [[CODE](https://github.com/sarapieri/fed_het)] | diff --git a/data.yaml b/data.yaml index b188f3a..263b2c8 100644 --- a/data.yaml +++ b/data.yaml @@ -3030,6 +3030,22 @@ fl-in-top-ml-conference-and-journal: PUB: https://openreview.net/forum?id=ZdxGmJGKOo PDF: https://arxiv.org/abs/2305.19442 SUPP: https://openreview.net/attachment?id=ZdxGmJGKOo&name=supplementary_material + - title: Mechanism Design for Collaborative Normal Mean Estimation + affiliation: UW-Madison + venue: NeurIPS + year: '2023' + materials: + PUB: https://openreview.net/forum?id=yKCLfOOIL7 + PDF: https://arxiv.org/abs/2306.06351 + - title: 'Robust Distributed Learning: Tight Error Bounds and Breakdown Point under + Data Heterogeneity' + affiliation: EPFL + venue: NeurIPS + year: '2023' + materials: + PUB: https://openreview.net/forum?id=n3fPDW87is + PDF: https://arxiv.org/abs/2309.13591 + CODE: https://github.com/GeovaniRizk/Robust-Distributed-Learning-Tight-Error-Bounds-and-Breakdown-Point-under-Data-Heterogeneity - title: 'Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization' affiliation: UIUC