Mayank Agarwal

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Mayank Agarwal

Mayank Agarwal

@mayankagarwal__

Senior Research Engineer at @IBMResearch. @UMassAmherst and @VNITN graduate.

Cambridge, MA Katılım Ağustos 2012
837 Takip Edilen203 Takipçiler
Mayank Agarwal retweetledi
IBM
IBM@IBM·
In collaboration with @NASA, we've open-sourced Surya on @huggingface — a new foundation model designed to help researchers protect infrastructure through accessible, accurate modeling of space weather. It's going to totally change how we forecast solar storms. See how.🧵
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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
@alonsosilva @dottxtai In multiple function category, the output is still one function call, but now the model has to decide from many available functions which one to call and with what arguments. The regex then becomes much more complicated than the one used in the blog. Hence, my curiosity.
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.txt@dottxtai·
Open models available TODAY can beat GPT-4 using structured generation 👇 While we are proud of this achievement, we wanted to talk about the communities and projects that made this possible 🧑‍🤝‍🧑 The reasons why, eventually, Open Source shall prevail 📖 blog.dottxt.co/oss-v-gpt4.html
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Avi Sil
Avi Sil@aviaviavi__·
Our "SWE" agentic framework, Agent 101 from @IBMResearch is now at Rank 2 on SWE-Bench Lite. Contrary to other top systems, Agent 101 doesn't use hints or more than 1 LLM. This was our first run - stay tuned for more. Tx to @jyangballin for help with the submission.
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IBM Research
IBM Research@IBMResearch·
What is AI Fairness, and why is it important? At @NeurIPSConf @MITIBMLab’s Mikhail Yurochkin will be presenting about creating trustworthy and responsible AI systems. ibm.co/3GTqway
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Kartik Talamadupula
Kartik Talamadupula@kr_t·
Our team @IBMResearch is working hard on democratizing automated support and empowering the digital workforce of tomorrow - by bringing the latest AI techniques to the problem of digital business automation. Check out the blog below to learn how! 🔗 research.ibm.com/blog/ai-powere… #AI
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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
@Sahil1V Hi Sahil, you can find the list of papers on our website here: ibm.github.io/inFairness/pap…. The algorithms sections provide links to the two main algorithms currently available in the library - SenSR and SenSeI.
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Sahil Verma
Sahil Verma@Sahil1V·
@mayankagarwal__ Hey Mayank, is there a paper I can read about how you optimize individual fairness?
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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
If you are trying to access the website, please use this link instead: ibm.github.io/inFairness. As it turns out, case matters for websites hosted on GitHub
Mayank Agarwal@mayankagarwal__

Our team at @IBMResearch is excited to announce inFairness - the first open-source Python library for Individual Fairness in AI. GitHub: github.com/IBM/inFairness Website: ibm.github.io/infairness A 🧵on what the library offers and the functionalities implemented within it.

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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
Our tutorial is packed with demonstrations utilizing inFairness and AIF360, while explaining the differences between the individual and group approaches. Want to know more about the science behind inFairness? Visit ibm.github.io/inFairness/pap… for paper links.
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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
It was a pleasure working with @sunjiao123sun_ on this project investigating users' explainability needs while working with AI code generation systems. Read her 🧵👇🏽
Jiao Sun@sunjiao123sun_

What does it mean for a generative AI model for code to be explainable? My internship work at IBM Research investigated the XAI need under 3 scenarios: code translation, code autocompletion and natural language to code. arxiv.org/abs/2202.04903 to appear at #IUI2022 #HCI 😏 (1/n)

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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
@heyproto @nasrhadi @GurmanBhatia In related news, we are running a hackathon around COVID-19 in India at the @indoml_sym. If you are interested in the subject, do consider participating. twitter.com/ibm_in/status/…
IBM India@ibm_in

Join #IBMResearch Virtual #Hackathon : COVID-19 India Dataset Challenge. 📣 Calling all #datascience #techies to contribute to the open-sourced data extraction pipeline. Use the data for analysis & insights on the evolution of the pandemic in India. 📍: ibm.co/3p2CBAI

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Mayank Agarwal
Mayank Agarwal@mayankagarwal__·
Delighted to have had the chance to meet amazing journalists, designers, and researchers at the @heyproto #MediaHack, and to present our COVID-19 India data project (ibm.biz/covid-data-ind…) Thanks to @nasrhadi & @GurmanBhatia for hosting us. More on the hackathon in the thread👇🏽
PROTO@heyproto

Thnx @gurman for facilitating the experience, and @IBMResearch’s Mayank Agarwal & Tathagata Chakraborti, @akshichawla, @IndiaToday’s @MePiyush, @IIITDelhi’s Saif Ali, @YouthKiAwaaz’s @aaqibrk, @livemint’s @TanaySukumar for joining us as mentors. #MediaHack. [3/n]

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Keşfet

@NASA @huggingface @alonsosilva @dottxtai @IBMResearch @jyangballin @NeurIPSConf @MITIBMLab