Soutrik Roy Chowdhury

7 posts

Soutrik Roy Chowdhury

Soutrik Roy Chowdhury

@soutrik_MLMath

Understanding the language of science and mathematics with AI and the other way round. Aiming to solve some open challenging problems of science.

India Katılım Temmuz 2023
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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
@RajeshwariRW And also in many cases, most of these reserved category students are not treated equally, neither by the cohort nor by the professors! So despite literally having 'access' to everything like others, they have in reality access to nothing!
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Dr. Rajeshwari Iyer
Dr. Rajeshwari Iyer@RajeshwariRW·
If someone gets into MBBS through reservation, they sit in the same classroom, learn from the same professors, and use the same labs and books as open-merit students. Still score negative marks in NEET PG, then you don’t deserve to be a doctor.
Live Law@LiveLawIndia

NEET-PG Cut Off Reduction Won't Affect Doctors' Competence As They Already Qualified MBBS : Centre To Supreme Court |@AmishaShriv #SupremeCourt #NEETPG2025 livelaw.in/top-stories/ne…

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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
@RajeshwariRW Agreed! However a portion, got admission through reservation in MBBS poses significant knowledge gap in the beginning which further increases provided they complete the degree. Therefore an exit exam is essential, for everyone!
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Pawan Khera 🇮🇳
Pawan Khera 🇮🇳@Pawankhera·
Dear PM @narendramodi, We understand that poll-bound states are always your top priority. But Manipur should not be abandoned. The state has been burning since 2023 - and it is burning again. You are already in Assam today. Manipur is just an hour away. Please go there as well. The presence of the Prime Minister can go a long way in reassuring our people in Manipur. To make it easier for you, we have even booked your flight from Guwahati to Imphal - you just have to get on the plane. As I do not have your number, I am sharing your flight ticket here. Kindly use it and show that the “PM CARES”
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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
I asked #ChatGPT o1 mini to generate a pic of a christmas tree in the middle of a crowded market place of #Darjeeling on a snowy evening. Instead it responded with a short para asking me to imagine with it! I feed in to #Gemini step by step and got this! #MerryChristmas
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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
.. of equiv-CNNs against deformations which would include adversarial examples. Some experiments with SE(2)-CKNs and SO(3)-CKNs have been provided to support the claims. To be presented virtually at @GRaM_workshop Paper link: openreview.net/forum?id=A9CRC… Questions? Send an email!
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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
We generalize the notion of convolutional kernel networks (ckns) to make it equivariant to any Lie group transformations and then study it's stability bounds. As one can embed equiv-CNNs in equiv-CKNs, such Lipschitz styled bound can be useful in understanding the robustness..
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Soutrik Roy Chowdhury
Soutrik Roy Chowdhury@soutrik_MLMath·
How robust are equivariant convolutional representations w.r.t. deformations (incld. adversarial examples)? One answer lies in understanding equivariant CNNs through the lens of equivariant CKNs, following a standard analysis of embedding CNNs in RKHSs. @GRaM_workshop
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