機械学習の学習理論に連続体仮説が関わってくる話、面白そうだな。可算集合上の関数空間のサブセットのサイズを考えることになるから、のようだが。読んでみよう。https://t.co/pVpFITDhRZ
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
@dotdotslashstar @regulartroy @aeseia @nabeelqu @spiantado And in fact there is theoretical work which argues that it may be unprovable whether these systems actually learn based on scientific definitions of learning https://t.co/yBsUq7N9DY
📕Learnability can be undecidable. 7 enero 2019 https://t.co/l9qWn3w3da 📕Undecidability of the Spectral Gap. 28 julio 2022 https://t.co/TajrqzIh42 📕 Computer Scientists 'Prove' God Exists https://t.co/vi9P2Pr8Pi
@tszzl @owen_flanagan There is a proof that there cannot exist a general method to rank the effectiveness of machine learning models, and so the question "is this function learnable" can be undecidable, and has parallels to the continuum hypothesis: http
@jenseisert My reading list just grew even longer thanks to this interesting thread! For undecidability in learning theory, one could add: Learnability can be undecidable Nat Mach Intell 1, 44–48 (2019) https://t.co/zHASVYXSO9 1/2
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
RT @AndresECaicedo1: Learnability can be undecidable Shai Ben-David, Pavel Hrubeš, Shay Moran, Amir Shpilka, Amir Yehudayoff Nature machine…
RT @htowsner: While this is a really interesting paper, I still quibble that I don't think the problem can be meaningfully described as a p…
While this is a really interesting paper, I still quibble that I don't think the problem can be meaningfully described as a problem in machine learning, and I think the issue gets obscured by a quirky linguistic issue.
RT @AndresECaicedo1: Learnability can be undecidable Shai Ben-David, Pavel Hrubeš, Shay Moran, Amir Shpilka, Amir Yehudayoff Nature machine…
Learnability can be undecidable Shai Ben-David, Pavel Hrubeš, Shay Moran, Amir Shpilka, Amir Yehudayoff Nature machine intelligence, 1, 44–48(2019) https://t.co/kKVKubMJ0A
“... there is no dimension-like quantity that characterizes learnability in full generality.” https://t.co/HdtAkg7CO3
これよんでたのか。https://t.co/xqxAqGHe5o
@AndresECaicedo1 @KamerynJW Well, it's not like people don't claim such things on a blue eye :) https://t.co/2fz6yZDg9W
@FerRacimo @pastramimachine Okay, but we're still going to submit there, right? 😉 https://t.co/Bezg5ljuv1
Many stores and workplaces are equipping existing security cameras with machine vision: #AI software that can track compliance with health guidelines on social distancing and mask-wearing. Find out more here: https://t.co/ztIQeqnfhl #ThisisOR #ORMS https:
RT @MarriageTheorem: 去年話題になった「機械学習と連続体仮説」の論文 https://t.co/GD2KRWjvBO の内容を真面目に説明した講義スライド(本文は英語です)を公開しました。 https://t.co/QN6CinkiC3
去年話題になった「機械学習と連続体仮説」の論文 https://t.co/GD2KRWjvBO の内容を真面目に説明した講義スライド(本文は英語です)を公開しました。 https://t.co/QN6CinkiC3
@karlhigley I have no idea what you're referring to. /s https://t.co/0Gm6dXVsdl
RT @morikuni_net: 数学基礎論における連続体仮説(自然数と実数の中間の濃度をもつ無限集合は存在しない)は工学上の有用性はないと考えられていたが、機械学習に関する決定可能性問題に重要な関係があることが示された https://t.co/UZ2eV0ZwpR
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
RT @MarriageTheorem: 件の「機械学習と連続体仮説」の論文 https://t.co/HOKf0Wg5Lh をざっと読んだ限り(動機はともかく)数学的な内容はおおよそ「実数(あるいは実ベクトル空間)上のある性質を持つ関数の存在と「|R| < א_ω」の等価性」…
RT @morikuni_net: 数学基礎論における連続体仮説(自然数と実数の中間の濃度をもつ無限集合は存在しない)は工学上の有用性はないと考えられていたが、機械学習に関する決定可能性問題に重要な関係があることが示された https://t.co/UZ2eV0ZwpR
The advantages of mathematics, sometimes come with a cost. Gödel and Cohen showed, that not everything is provable. Simple truth about #MachineLearning at https://t.co/wamPw6tjai
It's too detailed for me, but I do love this topic: "Gödel and Cohen showed, in a nutshell, that not everything is provable. Here we show that machine learning shares this fate" (paper on Nature - Machine Intelligence). https://t.co/2aVxTIdnag
RT @MarcLeobet: An issue for certification of #AI https://t.co/8K4h3kYubT
An issue for certification of #AI
RT @fbancilhon: a beautiful theoretical result linking machine learning and decidability https://t.co/kUn5O3izls
a beautiful theoretical result linking machine learning and decidability https://t.co/kUn5O3izls
RT @DataScientistsF: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @DataScientistsF: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @BigData_Fr: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RSt…
RT @BigData_Fr: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RSt…
RT @BigData_Fr: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RSt…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @DataScientistsF: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @DataScientistsF: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @AnalyticsFrance: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @DataScientistsF: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @AnalyticsFrance: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @AnalyticsFrance: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @AnalyticsFrance: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
RT @AnalyticsFrance: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python…
A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux https://t.co/qvivvcylCG https:
#LI RT machine_ml https://t.co/UgYZnXrkGR RT gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverl
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
RT @gp_pulipaka: A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RS…
A Greater Enjoyment of #Mathematics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux https://t.co/pYjPJ4EiNE https:/
RT @kururu_goedel: ホントに言ってるよ、なんかが連続体仮説と同値だって(なにかがなんなのかはもちろん機械学習とか何も知らない私にはわからないけど)。 https://t.co/x0MIkjqo98
RT @jyuan0128: 連続体仮説と機械学習の出会いは解剖台の上でのミシンと蝙蝠傘のように美しい。https://t.co/OqyBSyjx5c
RT @hyperfp: Continuum hypothesis and #MachineLearning: Learnability can be undecidable https://t.co/eDTIx3gGru
RT @hyperfp: Continuum hypothesis and #MachineLearning: Learnability can be undecidable https://t.co/eDTIx3gGru
RT @hyperfp: Continuum hypothesis and #MachineLearning: Learnability can be undecidable https://t.co/eDTIx3gGru
Continuum hypothesis and #MachineLearning: Learnability can be undecidable https://t.co/eDTIx3gGru
cool paper: wanna read https://t.co/d1AmxUTOFa
RT @IrisVanRooij: @Logic_Cognition Now a switch from classics to a very recent paper in Nature Machine Intelligence: "Learnability can be u…
@Logic_Cognition Now a switch from classics to a very recent paper in Nature Machine Intelligence: "Learnability can be undecidable", by Ben-David, Hrubeš, Moran, Shpilka & Yehudayoff (Thanks to @GaneshNatesh for finding it!) https://t.co/ORPjOBK3sC
@IrisVanRooij Most likely not this but if you do find it pls share it. Sounds interesting. https://t.co/PV8Gsd7F3J
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
RT @gp_pulipaka: Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTor…
Mathematician Discovered a Computer Problem that No One Can Ever Solve. #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #ComputerScience #Mathematics https
@phl43 Si vous ne l'aviez pas vu, ça va vous intéresser : https://t.co/v1K5Q17T6D
RT @monsoon0: So it turns out that while “identifying the learnable is a fundamental goal of machine learning” ∃ sets whose learnability is…
Model theorists have known this since Shelah's 2-rank was identified with Littlestone dimension.