Umang Gupta

[Rahul Goel @rahul_nlu]

Introducing AmpUp!
Having spent my time at Google building AI agents, I’ve seen firsthand the immense potential of LLM agents, but also the deep technical challenges that remain. Many of the critical components, like robust planning, tool use, and reliable evaluation are still open research questions.

Generic, off-the-shelf agents often fail because they lack the specific context of a business. They don’t understand how a specific team actually works and wins.

That’s the challenge we’re tackling with AmpUp. We’ve built a platform that allows sales teams to create their own custom, self-learning AI agents. These agents are built on the knowledge, strategies, and insights from your own top performers, creating a system that truly understands your business. We are making it possible for great performance to be repeatable.
Our goal is to move beyond generic AI and empower teams with tools built from their own expertise.

[Umang Gupta @is_umang]

💁‍♂️

[Gautam Kamath @thegautamkamath]

NeurIPS 2024 will have a track for papers from high schoolers.

[Greg Ver Steeg @gesteller]

https://t.co/bi9lCu6YvT Nice work on latent space learning with biomedical data by amazing PhD student Myrl Marmarelis, who is working at the intersection of causality and machine learning. He's defending soon, so you should move fast if you want to lure him somewhere!

[Huy Nghiem @hnghiem_ai]

(1/n) Offensive content on social media can cause traumatic experience 😢😭 How do we leverage these resources to build a robust classifier? Our paper Define Your Terms: Enhancing Efficient Offensive Speech Classification with Definition studies this. https://t.co/LkSzvQnkRV

[Umang Gupta @is_umang]

@sharakelyan You can use this instead https://t.co/AI8CLDw8AS

[Paul Thompson @PTenigma]

#AI in Nature magazine: this week's issue features our AI/Machine Learning Consortium, creating AI methods for Alzheimer's disease https://t.co/ZbT8VGaSCF Thanks @maxdkozlov for a great article + 1000000 congrats to @zhizhid @FeixiongCheng @ASaykin @chrisdav66 @lishenlc @birtutamtuz @wait_sasha @AdamMBrickman @njahanshad @AI4AD @KeckMedicineUSC @USC

[Vipul Gupta @vipul_1011]

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal

Paper: https://t.co/GS9zImO4tK

TLDR: using counterfactuals and augmenting probs of generated text during knowledge distillation reduces bias! 🧵⬇️

Day 1 of #20daysofresponsibleAI #NLP #bias

[USC Center for AI in Society @CAIS_USC]

SHOWCAIS TOMORROW, APRIL 14TH: CAIS Symposium from 9:30 am to 4 pm!

@angelamczhou @lesliemrneu @monopaulize @nathanljustin @leticiapintoa @lindsyoung123 @AllenCChang @maryannwu @Ja_hale @sid_devic @rebeccadorn_ @is_umang @CoutinJordy @casandrastweets @BaharloueiSina

[Umang Gupta @is_umang]

@CGISFO @vfsglobalcare When I called VFS, they asked me to contact the consulate as the issue is with the passport application website (GOI website), which is outside their control. I have summarized all the details in the email sent to [email protected] on Feb 22, 1:31 PM PST.

[Umang Gupta @is_umang]

@CGISFO I am having trouble with the passport application website https://t.co/VPjtzHg6YR. It generates wrong/incomplete application from when trying to use US address as the printable address. I have conveyed the same via email 2-3 days ago, but no replies yet. Please advise.

[Umang Gupta @is_umang]

@CGISFO @vfsglobalcare Thank you for the reply. Yes, I followed these instructions, and the application was sent to & rejected by VFS @vfsglobalcare (ARN: 23-2000603396). Among other reasons for rejection, one reason was missing details on the form generated by govt website.

[Umang Gupta @is_umang]

Recommender systems in 2022 be like... reminds me of "JavaScript is Java" jokes

[Ninareh Mehrabi @NinarehMehrabi]

I will be presenting our work “Attributing Fair Decisions with Attention Interventions” with @is_umang @fredmorstatter @gesteller @aram_galstyan today @trustnlp workshop #NAACL2022
📝 (paper): https://t.co/h5JAiVmp7H
⏰ (time): 14:42 PT

[Umang Gupta @is_umang]

Presenting this work (virtually) in about an hour at ACL. Come to the VPS4 session at 11 am PST.

[Greg Ver Steeg @gesteller]

@is_umang's nice work on reducing gender bias in language models from his Amazon internship will appear at ACL: https://t.co/2vtbkfLHLN

[Apurv Verma @verma_apurv5]

Excited for @trustnlp AT @naacl 2022 in📍Seattle, USA!
📅 Workshop Date: July 14 2022
📅 Submission deadline: April 8 2022

This will be a hybrid conference. You can attend physically or from home.

More details:
TrustNLP (https://t.co/Fn1ySmbEVv)

#NLProc #NAACL2022 #TrustNLP

[Umang Gupta @is_umang]

@thammegowda Not sure about the negative values, most likely this is some floating point error or approximation error such as this https://t.co/4K9HI4waOJ. Not sure what your exact use case is though.

[USC Center for AI in Society @CAIS_USC]

Check out @CSatUSC @ISI Ph.D. student Umang Gupta @is_umang’s poster on “Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation” at #aaai2021 on Thurs, Feb 4, 4:45-6:30 PM PST & Fri, Feb 5, 12:45-2:30 AM PST (https://t.co/ewzXfPJfKg)

[USC Thomas Lord Department of Computer Science @CSatUSC]

Find out more about @CSatUSC research at #AAAI21! Members of the #USC community present 24 papers in the main track at this year's virtual event.

https://t.co/LPxPRZ0uMi

@BDilkina @rahmattalabi @is_umang @NoraRobots @USC_ISI @USCViterbi #AI @RealAAAI

[Greg Ver Steeg @gesteller]

Fairly Accurate Machine Learning https://t.co/6p9a1BVgIX https://t.co/61xFOnEKIS