'FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization', by José A. Carrillo, Nicolás García Trillos, Sixu Li, Yuhua Zhu.

http://jmlr.org/papers/v25/23-0764.html

#clustered #cluster #federated

FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization

'Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis', by Yuanxing Chen, Qingzhao Zhang, Shuangge Ma, Kuangnan Fang.

http://jmlr.org/papers/v25/23-0059.html

#clustered #cluster #clustering

Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis

#letsroll

⚃ ⚂ ⚂ ⚄ ⚅→#oxymoron
⚃ ⚃ ⚄ ⚂ ⚁→#plus
⚅ ⚂ ⚄ ⚃ ⚄→#undoing
⚅ ⚂ ⚃ ⚄ ⚅→#undercut
⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚀ ⚃ ⚄ ⚂ ⚃→#canal

oxymoron-plus-undoing-undercut-clustered-canal

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚀ ⚃ ⚂ ⚁ ⚂→#buddy
⚅ ⚄ ⚄ ⚁ ⚄→#vertical
⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚃ ⚅ ⚂ ⚂ ⚀→#radio
⚄ ⚁ ⚅ ⚄ ⚂→#sandpaper
⚁ ⚀ ⚀ ⚃ ⚃→#corporate

buddy-vertical-clustered-radio-sandpaper-corporate

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚄ ⚄ ⚄ ⚃ ⚁→#spool
⚃ ⚂ ⚀ ⚁ ⚅→#overall
⚂ ⚄ ⚀ ⚃ ⚅→#jinx
⚁ ⚁ ⚄ ⚅ ⚄→#denatured
⚁ ⚅ ⚄ ⚄ ⚃→#festivity

clustered-spool-overall-jinx-denatured-festivity

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚃ ⚁ ⚄ ⚂ ⚂→#opossum
⚃ ⚃ ⚃ ⚁ ⚀→#platform
⚁ ⚃ ⚁ ⚄ ⚀→#drizzly
⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚂ ⚄ ⚂ ⚃ ⚅→#kerosene
⚂ ⚄ ⚁ ⚂ ⚁→#judicial

opossum-platform-drizzly-clustered-kerosene-judicial

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚅ ⚀ ⚂ ⚄ ⚁→#surrogate
⚅ ⚀ ⚂ ⚀ ⚅→#supply
⚂ ⚀ ⚂ ⚀ ⚂→#fondue
⚃ ⚃ ⚅ ⚂ ⚃→#populace
⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚂ ⚃ ⚂ ⚅ ⚂→#idly

surrogate-supply-fondue-populace-clustered-idly

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚂ ⚂ ⚄ ⚅ ⚄→#headcount
⚀ ⚂ ⚁ ⚃ ⚁→#bannister
⚀ ⚅ ⚁ ⚁ ⚄→#clustered
⚁ ⚄ ⚅ ⚀ ⚄→#essay
⚄ ⚂ ⚀ ⚀ ⚄→#sarcastic
⚂ ⚃ ⚃ ⚂ ⚅→#immorally

headcount-bannister-clustered-essay-sarcastic-immorally

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚅ ⚀ ⚂ ⚃ ⚄→#surprise
⚀ ⚃ ⚄ ⚁ ⚄→#camper
⚄ ⚅ ⚂ ⚂ ⚄→#stiffly
⚂ ⚃ ⚂ ⚅ ⚄→#ignition
⚄ ⚅ ⚀ ⚀ ⚀→#squire
⚀ ⚅ ⚁ ⚁ ⚄→#clustered

surprise-camper-stiffly-ignition-squire-clustered

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation

#letsroll

⚄ ⚅ ⚂ ⚄ ⚄→#stinging
⚅ ⚃ ⚁ ⚀ ⚀→#unkempt
⚃ ⚅ ⚄ ⚄ ⚅→#reclining
⚀ ⚀ ⚂ ⚄ ⚀→#agreeably
⚁ ⚃ ⚂ ⚃ ⚁→#dullness
⚀ ⚅ ⚁ ⚁ ⚄→#clustered

stinging-unkempt-reclining-agreeably-dullness-clustered

Roll your own @ https://www.eff.org/deeplinks/2016/07/new-wordlists-random-passphrases

EFF's New Wordlists for Random Passphrases

Joe Bonneau dives deep into systems using dice to generate random passphrases and introduces EFF's three new wordlists.

Electronic Frontier Foundation