Sumana Basu @sumanabasu21 X Profile

Sumana Basu

@sumanabasu21

Followers

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Following

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Media

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Statuses

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ML/RL for Health, CS PhD Candidate @Mila_Quebec, @rllabmcgill, @mcgillu, @IVADO_Qc PhD Scholar, Past: @MetaAI @MSFTResearch

Joined July 2011

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Sumana Basu

@sumanabasu21

3 years

I'll be speaking tomorrow at @RealAAAI on the challenges of using Reinforcement Learning in Precision Drug Dosing. Joint work with Doina Precup, @adri_romsor and @legaultmarc When: 9th Feb, 11:15-12:30AM Where: 202B See you there! #AAAI23 #AAAI #AI #ArtificialIntelligence

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hardmaru

@hardmaru

2 years

I prefer to operate in “GPU-Poor” mode. I don’t agree with the take from the semianalysis piece. Creative breakthroughs often occur under constraints—new systems, models, and methods that can better take advantage of even larger-scale compute https://t.co/QI70Lc50if

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Vivek Gupta

@keviv9

2 years

Excited to share our #ACL2023NLP (#NLProc) paper on "Information Synchronization Across Multilingual Semi-Structured Tables"! 📚🔍 We explore the problem of Information Synchronization across multilingual tables and construct a large-scale dataset InfoSync. #NLPResearch -1/n

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Kushal Arora

@karora4u

3 years

🚨New Paper!🚨 We posit and show that human-like language lies in a narrow, flat stable entropy zone, and violations of this entropy band result in degenerate behavior. joint work w/ Timothy J. O’Donnell, Doina Precup, @jaseweston, & Jackie Cheung. 1/n https://t.co/D2hIVq60Kv

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Kushal Arora

@karora4u

3 years

Please reach out if you have any questions, comments, suggestions, or just want to chat about LLMs, RL+NLP, and NLG, in general. The paper is available at: https://t.co/D2hIVq60Kv Entropy-Aware Decoding implementation: https://t.co/BiXuPcRsAN 8/n

arxiv.org

State-of-the-art language generation models can degenerate when applied to open-ended generation problems such as text completion, story generation, or dialog modeling. This degeneration usually...

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Sumana Basu

@sumanabasu21

3 years

@RealAAAI This is a work they did at @mcgillu during their undergrad and I've had the privilege to mentor them. This project also won @uoft_ai ProjectX competition (2021). 2/2

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Sumana Basu

@sumanabasu21

3 years

Tomorrow at @RealAAAI Flemming Kondrup and Elaine Lau will talk about their paper: "Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning". 1/2 When: 11:15 AM-12:30 PM Where: 204BC Poster: 464 (7-9 PM) #AAAI23 #AAAI #AI #ArtificialIntelligence

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Sumana Basu

@sumanabasu21

3 years

If you missed our talk this morning @RealAAAI, or want to chat about RL and healthcare, or just want to say Hi, please visit our poster tonight! Poster ID: 274 When: 7-9PM Full Paper: https://t.co/iGhcUJJhf6 Short Video: https://t.co/fvbd3bjWcz See you soon!

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Sumana Basu

@sumanabasu21

3 years

@RealAAAI @adri_romsor @legaultmarc Paper Link: https://t.co/iGhcUJJhf6 Pitch:

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Luis Pineda

@luisenp

5 years

Really happy to share our work on using reinforcement learning for accelerating MRI acquisition, which we presented at @MICCAI2020 today (joint work with amazing collaborators @sumanabasu21 @adri_romsor @RCalandra @michal_drozdzal). 1/7

AI at Meta

@AIatMeta

5 years

The future of health care is personal. Today, we’re publishing research on active MRI acquisition, which uses reinforcement learning to adjust AI-accelerated scans on a per-patient basis. This work complements our previous #fastMRI research w/@NYULangone. https://t.co/UEpBw6ufoT

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Sumana Basu

@sumanabasu21

5 years

AI4Good Lab is a beautifully crafted, extensive, and ambitious program! Personally, it was more challenging than a regular TA. I felt more responsible and hence more cautious and anxious. But it was ALL worth it. Consider applying to be a TA in the coming years.

AI4Good Lab

@ai4goodlab

5 years

What do our TAs, Agnieszka Slowik and Sumana Basu, have to say about working with this year's cohort? Read more to find out: https://t.co/fejXj07eyJ #MachineLearning #artificialintelligence #WomenInSTEM #diversityintech #elearning #meettheTAs #AIEducation

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Sumana Basu

@sumanabasu21

6 years

@MILAMontreal @mcgillu @adri_romsor Great collaboration with @KonradWagstyl !

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Sumana Basu

@sumanabasu21

6 years

@MILAMontreal @mcgillu @adri_romsor Code as well as poster is available at https://t.co/zfXE2YO4nj See you tomorrow at #MICCAI2019

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Sumana Basu

@sumanabasu21

6 years

Work done @MILAMontreal @mcgillu with my amazing supervisors Doina Precup and @adri_romsor during Masters studies.

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Sumana Basu

@sumanabasu21

6 years

Are you at the risk of getting Alzheimer's? Are there potential biomarkers? To know more, come to our poster(M-2-B-162) at #MICCAI2019 (Monday, Oct 14, 1-2PM) Paper at https://t.co/8be7PGG30e

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Sumana Basu

@sumanabasu21

6 years

Julie Nutini, winner of CS-CAN Award gives a talk at SPAC symposium ( https://t.co/1HL8fwcPTN) on 'story telling in academia'. Drop by at @mcgill education building 624 if you are around!

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Sumana Basu

@sumanabasu21

6 years

Diversity Panel at https://t.co/9tCicZbYbP talking about 'Diversity and Representation of Underrepresented Groups in CS Workshop' (Moderated by Ariella Smofsky) @khimya @onucharlesc

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Jad Kabbara

@jad_kabbara

7 years

Friends from the Canadian CS & Computer/Software Engineering community, consider submitting to the CS-Can Student Symposium ( https://t.co/U1PnUElZJz) happening @mcgillu between June 2-4 2019. Submission Deadline: April 15 2019. Please share with your colleagues! Thanks

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