Delta-Influence: Identifying Poisons via Influence Functions

Wenjie Li, Jiawei Li, Pengcheng Zeng et al.

Action editor: Yaoliang Yu

https://openreview.net/forum?id=4XtcG8NNaG

#poisoning #poisoned #unlearning

Inspirational quote: Failure is the cartographer of success, mapping the territories we must forget.

Failure is the cartographer of success, mapping the territories we must forget.

#ErrorAsInsight #CartographiesOfFailure #Unlearning

The Need for Reversed Learning, 2040’s Ideas and Innovations Newsletter, Issue 149

hubs.ly/Q048KvPH0

#education #unlearning #transition #bias #leadership #skills #strategy #workforce2024 #market #innovation #change #transformation #creativity #objectivity #economics

The Need for Reversed Learning, 2040’s Ideas and Innovations Newsletter, Issue 149

hubs.ly/Q048KvPH0

#education #unlearning #transition #bias #leadership #skills #strategy #workforce2024 #market #innovation #change #transformation #creativity #objectivity #economics

The Need for Reversed Learning, 2040’s Ideas and Innovations Newsletter, Issue 149

hubs.ly/Q048KvPH0

#education #unlearning #transition #bias #leadership #skills #strategy #workforce2024 #market #innovation #change #transformation #creativity #objectivity #economics

The Need for Reversed Learning, 2040’s Ideas and Innovations Newsletter, Issue 149

hubs.ly/Q048KvPH0

#education #unlearning #transition #bias #leadership #skills #strategy #workforce2024 #market #innovation #change #transformation #creativity #objectivity #economics

The Need for Reversed Learning, 2040’s Ideas and Innovations Newsletter, Issue 149

hubs.ly/Q048KvPH0

#education #unlearning #transition #bias #leadership #skills #strategy #workforce2024 #market #innovation #change #transformation #creativity #objectivity #economics

Inspirational quote: In the cartography of our mistakes, what unseen territories await rediscovery?

In the cartography of our mistakes, what unseen territories await rediscovery?

#errormapping #failureasfrontier #unlearning

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q048J2k00

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q048J2k00

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q048J2k00

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q048J2k00

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q048J2k00

How Unlearning and Relearning Becomes Established in the Workplace Request Inc. unveils a report detailing how unlearning and relearning practices can become ingrained in workplace decision-making processes, particularly in the age of AI.

How Unlearning and Relearning Becomes Established in the Workplace #Japan #Tokyo #Unlearning #Request_Inc. #Relearning

Navigating the Necessity of Unlearning and Relearning in the AI Era A new report by Request Co. delves into the critical need for unlearning and relearning in businesses as AI permeates decision-making processes.

Navigating the Necessity of Unlearning and Relearning in the AI Era #Japan #Tokyo #AI_Era #Unlearning #Organizational_Science

Thinking about the importance of creativity and imagination in science... anyone got some recs for me?

#science 🧪 #imagination #research #creativity #🧪 #futurethinking #futures #transformation #unlearning

We don't unlearn bad habits; we simply double down on them. Our latest piece examines why letting go of outdated practices is the crucial step most transformation efforts miss. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy
hubs.ly/Q0470CP90

We don't unlearn bad habits; we simply double down on them. Our latest piece examines why letting go of outdated practices is the crucial step most transformation efforts miss. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy
hubs.ly/Q0470CP90

We don't unlearn bad habits; we simply double down on them. Our latest piece examines why letting go of outdated practices is the crucial step most transformation efforts miss. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy
hubs.ly/Q0470CP90

Habits I’m unlearning as a disabled person - My Blurred World From apologising when requesting adjustments to staying silent when I'm struggling, let's talk habits I'm unlearning as a disabled person.

"I’m #unlearning the #habit of apologising for things that r out of my control & reminding myself that my needs are not negotiable nor r they up for debate. I have the right to #access ..& the right to take up space.": buff.ly/o2LMU6G

by @myblurredworld.bsky.social
#disabled #spoonie #HumanRights

The Silence After Survival – EDSAwareness.com This week arrived like a storm we already knew by heart,yet somehow… it carried a different kind of wind.

“But perhaps this is #healing
not a single moment,
but a slow #unlearning of #fear,
a gentle relearning of #trust.
Maybe this week was not a storm after all,
but a quiet opening in the sky...”: buff.ly/88SnqSr

via @cppedsa.bsky.social
#allergy #ChronicPain #humanity

Tooooo much. Like why am I apologizing to a stranger for standing in a space?! The socialization is ridiculous lol #Unlearning

Nothing to Learn We never learn. We’re gonna just keep doing this over and over again, it would appear. This track is the first of a new project with my longtime bandmate and collaborator Dave DeSimone.  The goal wa

"We never learn" is a choice.

#indiemusic #musicsky #unlearning

The ability to unlearn is crucial to allow change. Here are two examples of unlearning from the Apple ecosystem: one successful, and one not.

www.conferencesthatwork.com/index.php/le...

#FacilitatingChange #learning #unlearning #Apple #culture

The Self-Help Trap: Knowing More, Changing Less

Recognition isn’t learning. Real change starts when you generate your own theories first—then validate with research, not the other way around. #unlearning

Inspirational quote: Evolution's canvas is not progress, but palimpsest: each step forward a gentle erasure of what we th...

Evolution's canvas is not progress, but palimpsest: each step forward a gentle erasure of what we thought was true.

#EmergentWisdom #ParadoxicalGrowth #Unlearning

Subspace based Federated Unlearning

Guanghao Li, Li Shen, Yan Sun, Yue Hu, Han Hu, Dacheng Tao

Action editor: Tianbao Yang

https://openreview.net/forum?id=KE2ZNl2lFP

#federated #unlearning #collaborative

Photograph of a baseball cap with the inscription "Ignore all previous instructions". Image attribution: AI Tinkerers.

Russian disinformation bots, hiring hacks, LLMs, and unlearning. Dive into my musings about the LLM prompt: "Ignore all previous instructions".

www.conferencesthatwork.com/index.php/le...

#AI #LLMs #learning #unlearning

Instead of reinforcing old habits, organizations need to shed them. Discover the unlearning principle that transforms business outcomes. #Unlearning #OrganizationalChange #LeadershipInsights #TransformationStrategy hubs.ly/Q0434dl80