RT @gp_pulipaka: In What Sense Does #DeepLearning Reflect the Laws of #Physics? #BigData #MachineLearning #DataScience #AI https://t.co/c…
About the role of Physics in the success of deep neural networks: https://t.co/joWWxDazX2 From https://t.co/WoUGrs8O3E
@haru_negami もしかしてこれですか? https://t.co/c6daRVw5Ld
Why does deep and cheap learning work so well? https://t.co/ppwpxxjx7Z
RT @yutakashino: Why does deep and cheap learning work so well? https://t.co/xbnHIi8v7a とうとう読みました!スゴイ。CMB観測と宇宙論的パラメータの関係が、深層学習ネットの入力データと分類結…
RT @yutakashino: Why does deep and cheap learning work so well? https://t.co/xbnHIi8v7a とうとう読みました!スゴイ。CMB観測と宇宙論的パラメータの関係が、深層学習ネットの入力データと分類結…
RT @yutakashino: Why does deep and cheap learning work so well? https://t.co/xbnHIi8v7a とうとう読みました!スゴイ。CMB観測と宇宙論的パラメータの関係が、深層学習ネットの入力データと分類結…
RT @yutakashino: Why does deep and cheap learning work so well? https://t.co/xbnHIi8v7a とうとう読みました!スゴイ。CMB観測と宇宙論的パラメータの関係が、深層学習ネットの入力データと分類結…
RT @hillbig: 深層学習がうまくいくのは、自然界の 対象の問題の特徴に低次元、局所影響性、対称性がみられ、データ生成過程にマルコフ性が成り立ち、逆向きに推論できるから。自然にみられるデータの特徴付けに物理の考えで切り込んだ物理界20歳すごい。 https://t.co…
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @hillbig: 深層学習がうまくいくのは、自然界の 対象の問題の特徴に低次元、局所影響性、対称性がみられ、データ生成過程にマルコフ性が成り立ち、逆向きに推論できるから。自然にみられるデータの特徴付けに物理の考えで切り込んだ物理界20歳すごい。 https://t.co…
Does https://t.co/yD8jMJcjZe support an anthropic argument for the effectiveness of math? A simple universe is required for brains to work?
RT @jackhidary: @tegmark been too long since we both spoke @DLDConference stimulating paper on #deeplearning and #physics https://t.co/xi58…
RT @JariSaramaki: Very interesting & elegant stat phys point of view on why deep learning works: https://t.co/sLRFH0ddUM
RT @gp_pulipaka: In What Sense Does #DeepLearning Reflect the Laws of #Physics? #BigData #MachineLearning #DataScience #AI https://t.co/F…
RT @gp_pulipaka: In What Sense Does #DeepLearning Reflect the Laws of #Physics? #BigData #MachineLearning #DataScience #AI https://t.co/F…
RT @gp_pulipaka: In What Sense Does #DeepLearning Reflect the Laws of #Physics? #BigData #MachineLearning #DataScience #AI https://t.co/F…
Why does deep and cheap learning work so well? https://t.co/AmiPqkqwZ4
RT @TuringFinance: Why does deep learning work? An interesting Physics perspective from @tegmark https://t.co/45M1V9nbc2 #MachineLearning #…
Why does deep learning work? An interesting Physics perspective from @tegmark https://t.co/45M1V9nbc2 #MachineLearning #Physics #Complexity
I love stuff like this: "Why does deep and cheap learning work so well?" https://t.co/WjM290ZfnE
Why does deep and cheap learning work so well? - the reason not only in mathematics but in law of physics https://t.co/9EHBsabJnv
Sometimes, I just go, “oh wow!”. This paper is the latest example. Maybe it’s not the math, but the physics… https://t.co/C2twB9AP40
Important read: why deep learning works so well in our universe: https://t.co/uMz6eWA0Th @MaxTegmark @richardfbetzel
Why does deep learning work so well? The universe is governed by a subset of all possible functions h/t Nadia https://t.co/lZQNukm2Z7
@shisama0126 https://t.co/LzAHmasjlr これ読んだり、仕組みをある程度理解すればそんな感じですよね 特にツールが整備されてる分野はそれくらいしかないかと でも、以前よりはAI,AI言わなくなったのでは?
why does (cheap) deep learning work so well? https://t.co/mrnl5scIFL
この論文は面白かった。 Why does deep and cheap learning work so well? https://t.co/dSxdGzrk9h
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @StatMLPapers: Why does deep and cheap learning work so well?. (arXiv:1608.08225v2 [cond-mat.dis-nn] UPDATED) https://t.co/sJvjdeYTfo
Interesting paper on why deep learning works: https://t.co/Jgwt5c7hVj. Another article w/ the key points w/out math: https://t.co/53QTUkSd18
"Even the pre-stored information about cat probabilities in these artists' brains is modest in size." https://t.co/ShingyYNcI #deeplearning
https://t.co/CHvauYeU4R Interesting read tying the "well-behavediness" of nature to the capacities of neural nets.… https://t.co/sQyAs4ouGc
#arXiv #stat_ML "Why does deep and cheap learning work so well?. (arXiv:1608.08225v2 [cond-mat.dis-nn] UPDATED)" https://t.co/0lGLStUKWV
Why does deep and cheap learning work so well?. (arXiv:1608.08225v2 [cond-mat.dis-nn] UPDATED) https://t.co/sJvjdeYTfo
RT @deliprao: Two physicists walk into a Machine Learning bar, and confuse everyone with their terminology https://t.co/OXICtHdkfK https://…
RT @deliprao: Two physicists walk into a Machine Learning bar, and confuse everyone with their terminology https://t.co/OXICtHdkfK https://…
Unreasonable effectiveness of deep learning: works for exp tiny set corresponding to physical invariants & hierarchy https://t.co/81kfzEeSti
RT @deliprao: Two physicists walk into a Machine Learning bar, and confuse everyone with their terminology https://t.co/OXICtHdkfK https://…
RT @deliprao: Two physicists walk into a Machine Learning bar, and confuse everyone with their terminology https://t.co/OXICtHdkfK https://…
RT @ahier: #DeepLearning + cheap learning works well https://t.co/rGYIThkjNg #MachineLearning #NeuralNetwork Eventually #AI https://t.co/lz…
Why does deep and cheap learning work so well? https://t.co/DvDyBF9DAh
An interesting paper on #deeplearning #neuralnetwork and "why the work so well" https://t.co/74IhPjCNOc
thanks @el_ryu is an interesting point of view: Why does deep and cheap learning work so well? https://t.co/TqzUnDcfNr
Why does deep and cheap learning work so well? It seems the reason lies on the current laws of physics. https://t.co/bWB56w7HRS
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
"If it works and I like it, it should be explained somehow by means of physics" - A physicist. https://t.co/wWBZXv0z6E
Why does deep and cheap learning work so well? Some responses from physics https://t.co/Q4PNYR7ACC Difficult but worth read intro. & conclus
Why does deep and cheap learning work so well? https://t.co/El0cKKG40y
A physics-based explanation of the power of deep learning: https://t.co/kqPQUfqxaW #DataScience
RT @ShannonRyan: For all my #wickedsmart friends @nonlinear_tweet @nonlinear_DIG @mhwelander @AmandaShiga @ByrneNick @RandyWoods https://t.…
Deep learning depends not only on mathematics but also on physics: https://t.co/mEi6WbCrk8 #deeplearning
Fascinating paper by @tegmark connects the simplicity of deep neural nets to the laws of physics. HT: @dfjsteve https://t.co/YqG580s9Sf
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
[1608.08225] Why does deep and cheap learning work so well? https://t.co/9m9vPMdDCR
“[1608.08225] Why does deep and cheap learning work so well?” https://t.co/bCXLxcL0Xi
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
Why does deep and cheap learning work so well? https://t.co/4Wg1UUv3Ak
RT @rahulsaini07: Why do both Cheap and #DeepLearning work so well? https://t.co/GwYeWR8XMZ #BigData #MachineLearning HT ahier https://t.co…
RT @JariSaramaki: Very interesting & elegant stat phys point of view on why deep learning works: https://t.co/sLRFH0ddUM
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
Why does deep and cheap learning work so well? - try explaining the black magic under deep neural nets via physics "https://t.co/10Dxd80K75
RT @ahier: #DeepLearning + cheap learning works well https://t.co/rGYIThkjNg #MachineLearning #NeuralNetwork Eventually #AI https://t.co/lz…
https://t.co/KSn7v2pEvm これどうなんだろう
[1608.08225] Why does deep and cheap learning work so well? https://t.co/83tcU78wyg
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
Retweeted Kirk Borne (@KirkDBorne): Why do both Cheap and #DeepLearning work so well? https://t.co/pK5aP5AMIC... https://t.co/TYDnlW1Xk0
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne Why do both Cheap and #DeepLearning work so well? https://t.co/jsjQcoQ2LT #BigData #MachineLearning https://t.co/8G8GEMbdG1
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @tegmark: Why does #deeplearning work so well? Part of the answer is physics! So say Henry & Max: https://t.co/uejC7mJcJ1 https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @hillbig: 深層学習がうまくいくのは、自然界の 対象の問題の特徴に低次元、局所影響性、対称性がみられ、データ生成過程にマルコフ性が成り立ち、逆向きに推論できるから。自然にみられるデータの特徴付けに物理の考えで切り込んだ物理界20歳すごい。 https://t.co…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…
RT @KirkDBorne: Why do both Cheap and #DeepLearning work so well? https://t.co/zT3IkCT4Wn #BigData #MachineLearning HT @ahier https://t.co/…