Debabrata Mahapatra
@dbmptrPhD candidate in Computer Science, National University of Singapore
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This is a baby GPT with two tokens 0/1 and context length of 3, viewing it as a finite state markov chain. It was trained on the sequence "111101111011110" for 50 iterations. The parameters and the architecture of the Transformer modifies the probabilities on the arrows. E.g. we…
Philosophy is the soil on which the forests of art, science and mathematics grow. #PhD
Here's a fun fact that pops out of the idea of exponentiating matrices, which is not immediately obvious (to me at least). If you define a vector field using a linear operator, then flow along that field will also be linear.
Highly recommend the AlphaSignal.ai weekly summary to keep up with the field of ML. They're using AI to identify the top publications and breakthroughs, it's a game-changer.
Twitter might seem like a not-so-kind place especially if you are a young student who just had your paper rejected by #NeurIPS2020. You might be seeing all your peers/professors talking about their paper acceptances. Let me shed some light on the reality of the situation [1/N]
A parting thought for mentors: Students with accepted papers are probably already feeling pretty good about themselves — so they don’t need your validation now. But, the student whose paper has been rejected really needs your support at this time. So, please reach out! [N/N]
Possible signs of life have been detected in the clouds of Venus by UK researchers. This is exciting! The biosignature is phosphine guess. Basically, it smells really bad, and as it turns out: life stinks.
We've made a decision to plan for a virtual ICML 2021. This is the only choice for which it is possible to make a plan given pandemic-driven uncertainty. If the pandemic dissipates in some places, organization of local meetups may make sense.
My presentation at @NUSComputing research week. Multi-objective optimisation with application in multi-task learning. youtu.be/mgxrjGw6WKU #MachineLearning
Uncertainty Quantification and Deep Ensembles. (arXiv:2007.08792v1 [stat.ML]) ift.tt/3hjU414
Our work on Video Future Prediction.
Thrilled to present our work on Multi-Objective Optimisation (EPO Search) at #ICML2020 July 16, 1 pm UTC & July 17, 1 am UTC Room: icml.cc/virtual/2020/p… Paper: proceedings.icml.cc/static/paper_f… "Multi-Task Learning with User Preferences" #MachineLearning #optimization #exactparetooptimal
New @ICEgov policy regarding F-1 visa international students is horrible & will hurt the US, students, and universities. Pushes universities to offer in-person classes even if unsafe or no pedagogical benefit, or students to leave US amidst pandemic and risk inability to return.
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