Explainability-Driven Quantization for Low-Bit and Sparse DNNs

arxiv.org/abs/2109.04236 arXiv.org [Paper]
#AI #MachineLearning #DeepLearning

Cc AI Spiros Margaris Kirk Borne Dean of Big Data 🎓 #DOBD Michael Fisher Jean-Baptiste Lefevre #CES2023 #Partners4Mobility Nicolas Babin #CES2023 #Partners4Mobility

💥Trailblazers are changing our world for the better with #5G - Take inspiration from the stories of over 50 incredible people who explored innovation beyond our wildest dreams.

#EricssonAmbassador @Ericsson

👉bit.ly/3C0SQUe

Shi4Tech 💙 #TechForGood 💙 Greg Valancius Mario Pawlowski #iMario🇺🇦🇵🇱🇪🇺🇺🇸 Brian Ahier

i recently learned that my teenager keeps cash in their pocket just to give away to homeless people any time they go out and i’ve never been prouder 😭

Zehra C. Pedram Nimreezi 🇺🇦Evan Kirstel #B2B #TechFluencer Yaşar Üniversitesi Theodora (Theo) Lau - 劉䂀曼 🌻 Xavier Gomez #CES2023 Spiros Margaris AI Nicolas Babin #CES2023 #Partners4Mobility Mia ✍🏽☕️🐈‍⬛📚 Brian Ahier Hessie Jones Antonio Vieira Santos - #WebSummit Andreas Staub Jean-Baptiste Lefevre #CES2023 #Partners4Mobility Eric Gaubert #CES2023 Panis Pieri 💛 Ms Lavina Mallys KaEl Zahra Zehra C. I loved #Izmir , really beautiful place & more than anything I received an exceptional welcome!
And I 'browsed'😁 in the city & I loved there too the warm atmosphere & the welcome that people who obviously didn't know me gave me!♥️Hope could be the same in whole world

Pedram Nimreezi Pinna Pierre #CES2023 🇺🇦Evan Kirstel #B2B #TechFluencer Yaşar Üniversitesi Theodora (Theo) Lau - 劉䂀曼 🌻 Xavier Gomez #CES2023 Spiros Margaris AI Nicolas Babin #CES2023 #Partners4Mobility Mia is away ✍🏽☕️🐈‍⬛📚 Brian Ahier Hessie Jones Antonio Vieira Santos - #WebSummit Andreas Staub Jean-Baptiste Lefevre #CES2023 #Partners4Mobility Eric Gaubert #CES2023 Panis Pieri 💛 Ms Lavina Mallys KaEl I am Turk.

I know very well what difficulties the young people in my country are going through. You are comparing the education rights of those young people with politics. Either you have a comprehension problem or you are a malicious provokator. I done mentioning. Blocking you.

Just a human will
👇
'If only we would decide to put #AI at the service of social & ecological progress...'
@PierrePinna keynote at Yaşar University Yaşar Üniversitesi- #Izmir Turkey

#AI Ethics #ClimateActionNow

Cc Theodora (Theo) Lau - 劉䂀曼 🌻 Xavier Gomez #CES2023 Spiros Margaris AI Nicolas Babin #CES2023 #Partners4Mobility Mia is away ✍🏽☕️🐈‍⬛📚 Brian Ahier

How does the #DigitalTwins and the #Metaverse technologies relate?

businessofapps.com/insights/how-d… v/ Business of Apps Kamal Rupareliya | ⚙️ IoT | ⚡️ EV 🔋 Charging

#DigitalTransformation #AR #VR #AI #Blockchain #IoT #IIoT

Cc AI Eric Gaubert #CES2023 Jean-Baptiste Lefevre #CES2023 #Partners4Mobility Nicolas Babin #CES2023 #Partners4Mobility Carla Gentry Andreas Staub Spiros Margaris

#AI and the Gender Equality Issue

aiworldschool.com/research/ai-an…

Cc Mia ☕️🐈‍⬛📚 Hessie Jones Ludmila Morozova-Buss & Stéphane Nappo, #CISO 💛 Ms Lavina Theodora (Theo) Lau - 劉䂀曼 🌻 Rosy Joanne Moretti. ♥️🇺🇸🇨🇦✌🏼🌈 ⭐️Danielle Guzman ⭐️ Helen Yu Dominique Crochu 🇪🇺 Andreas Staub Jean-Baptiste Lefevre #OracleCloudWorldPartner Pinna Pierre #Partners4Mobility #CES2023

What the Internet of Things Could Mean for the Healthcare Industry

buff.ly/3Dz2m0r @evankirstel
#IoT #AI #HealthTech

Cc Jean-Baptiste Lefevre #OracleCloudWorldPartner Dean of Big Data 🎓 #DOBD Harold Sinnott #DigitalTransformation Pinna Pierre #Partners4Mobility #CES2023 Yann Marchand Spiros Margaris Andreas Staub 🇺🇦 Irma Raste✨Influence Through Storytelling™

KaEl IndustryWired AI Brian Ahier Nicolas Babin #CES2023 #Partners4Mobility Mia ☕️🐈‍⬛📚 Carla Gentry Kirk Borne 🇺🇦Evan Kirstel #B2B #TechFluencer Jean-Baptiste Lefevre #OracleCloudWorldPartner Antonio Vieira Santos - #Siemens175 🔛 Enrico Molinari #BNPParibasPartner 🇮🇹🇪🇺🇺🇸 Mike Nash (Ba Hons) - The AI finder Eric Gaubert #CES2023 Jla Theodora (Theo) Lau - 劉䂀曼 🌻 I have the same one Karin ! 😁😀😂😀

Common sense typically represents one of the most fundamental & complex challenges for #AI .
👇
How #MachineLearning Can Learn Common Sense from Animals?
👇
industrywired.com/how-artificial… v/ IndustryWired

#DeepLearning #AI Ethics

Cc AI Brian Ahier Nicolas Babin #CES2023 #Partners4Mobility Mia ☕️🐈‍⬛📚 Carla Gentry

#AI Ethics #MachineLearning
Let's not be fooled
👇
Artificial Intelligence entities only reflect and/or amplify human cognitive biases that have always existed without & before #AI
👇
The 188 Human Biaises
v/ Visual Capitalist
Infographic v/ Design Hacks

Cc Mia ✍🏽☕️🐈‍⬛📚 Theodora (Theo) Lau - 劉䂀曼 🌻 AI

#AI #MachineLearning #DataScience
EBook - Research

The Principles of #DeepLearning Theory

An Effective Theory Approach to Understanding Neural Networks
⬇️
arxiv.org/abs/2106.10165 by Dan Roberts, Sho Yaida & Boris Hanin

Cc AI Spiros Margaris Shi4Tech 💙 #TechForGood 💙 #100DaysOfCode

Edited w/ correct handle Thx Pierre!
14. Hello World
Hannah Fry Hannah Fry says it’s time we stand face-to-digital-face with true powers & limitations of algorithms that already automate important decisions in healthcare, transportation, crime, commerce
indiebound.org/book/978039335…