Sagnik Chatterjee's Avatar

Sagnik Chatterjee

@chatsagnik.bsky.social

Quantum Computing, Learning Theory, Boolean functions. PhD@IIITD. Website: https://chatsagnik.github.io/ Blog: https://theoretickles.netlify.app/

515 Followers  |  537 Following  |  51 Posts  |  Joined: 27.12.2023  |  2.0341

Latest posts by chatsagnik.bsky.social on Bluesky

Great paper! If you are free sometime, let me know. I would love to chat!

17.10.2025 06:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Today on X: Came across a post by someone I deeply respected as a researcher.

The context in this post is illegal immigration to "first world countries".

I mean wtf?

I get that people in the "Global North" don't want illegal immigration. That's fair.

WTF though?

12.07.2025 15:32 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

This sounds like a nightmare scenario. Maybe escalating the matter up the editorial chain would help.

05.07.2025 06:45 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

1. What about escalating the matter to higher ups at TMLR?

2. At all three conferences did the metareview go against the majority review sentiment? That's an outlier in itself!

04.07.2025 11:54 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

P.S. Obligatory tagging of the meme curator @dulwichquantum.bsky.social

11.06.2025 18:37 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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This is joint work with @yash-saxena.bsky.social and @tharrma.bsky.social.

Both of them did 99.99% of the heavy lifting on the paperπŸ˜‚ and are on the lookout for opportunities! (PhD and job resp.).

In the Bsky tradition, enjoy this meme!

P.S. Comments on the work welcome!

11.06.2025 16:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 1
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Realization of maximally-entangling two-qutrit gates using the Cross-Resonance scheme In this letter, we introduce the generalized cross-resonance scheme (GCR) which is a comprehensive theoretical framework that generalize the qubit-centric cross-resonance (CR) interaction beyond the 0...

πŸ“œπŸš¨Excited to report arxiv.org/abs/2504.15265!

We give a microwave-only, parametric framework (GCR) that directly enables entanglement on the 1–2 subspace (inaccessible via CR) and achieves gate fidelities up to 99.73%, alongside 99.06%-fidelity Bell state in 514ns (beating cross-Kerr SOTA).

11.06.2025 16:53 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

I know for sure that similarly flavoured papers were not accepted for poster presentations at earlier editions of QIP. The very presence of this paper at TQC (!!) sends a very concerning signal to newcomers imo.

02.06.2025 09:43 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

I opened the paper to figure out exactly what they were sweeping under the rug. Hoo boy!

"We prove here that NPβŠ†BQP, by presenting a BQP-algorithm for the NP-complete variant of the SUBSET βˆ’ SUM problem, without any restriction or approximation or assumption."

πŸ˜‚πŸ˜‚

02.06.2025 06:52 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Learning-Augmented Algorithms for Boolean Satisfiability Learning-augmented algorithms are a prominent recent development in beyond worst-case analysis. In this framework, a problem instance is provided with a prediction (``advice'') from a machine-learning...

Very nice result by @idanattias.bsky.social and coauthors!

arxiv.org/abs/2505.06146

17.05.2025 13:41 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

The QED at the end really cements this analogy.

17.05.2025 07:29 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Quantum recursive programs - YouTube Talks given at DIMACS, Rutgers University during April and May 2025 by Zhicheng Zhang, a PhD student at University of Technology Sydney

Excited to share my 5-lecture mini-course 🎬 on "Quantum Recursive Programming"! An elegant way to program complicated quantum algorithms βš›οΈ

*No prior QC or PL knowledge is needed!

Given during my visit to DIMACS at Rutgers University.

(www.youtube.com/playlist?lis...)

(1/4)

29.04.2025 17:55 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

Today #quantum arXiv selection: quantum error correction (QEC) for trapped ions, quantum simulation of open quantum system, noise-specific QEC, variational quantum algorithm, quantum annealing with error mitigation, and data encoding.
More details and links below:

31.03.2025 15:32 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0

I suspected this was the case especially after a post titled "Time is running out!" xD

16.03.2025 17:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

"* bias"..... Learning theory is doomed.

10.03.2025 03:51 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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NWO Vici grants awarded to six UvA/AMC researchers Six UvA and AMC academics have been awarded Vici grants worth up to €1.5 million by the Dutch Research Council (NWO), to pursue research into topics ranging from black holes to combatting obesity. The...

Hooray, I received a Vici grant from the Dutch science foundation!

Heads up for current PhD students in learning theory: I will have two postdoc positions available in Amsterdam on "learning theory for interpretable/explainable AI" in the coming years.

www.uva.nl/shared-conte...

01.03.2025 14:16 β€” πŸ‘ 32    πŸ” 5    πŸ’¬ 5    πŸ“Œ 1

Why did I not fight back?

Short answer: My collaborator's PhD would be jeopardized.

12.02.2025 14:19 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Today I was kicked off a paper, I had conceived, led for a year, and done most of the lifting for.

Why? I objected to the fact that someone got added with no contribution, simply by virtue of being my collaborator's advisor.

One of those things that you cannot believe can happen; until it does.

12.02.2025 14:13 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Great work! Congrats @aangrisani.bsky.social

29.01.2025 05:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is a special paper for me:
- It is my 1st purely classical (and classical learning) result,
- It is my 2nd consecutive (and overall) AISTATS publication, and
- It is the 3rd (and final) published result in my thesis.

I look forward to meeting up with others in Phuket!
(3/3)

23.01.2025 06:08 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

See arXiv:2405.13666 for an earlier draft (updated version coming soon).

A concurrent work (arXiv:2406.12600) by @neu-rips.bsky.social was recently accepted at ALT 2025, and addresses the same question!

The two papers use very different techniques to arrive at the same result! (2/3)

23.01.2025 06:08 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

A good start to the new year!

πŸ“œOur paper "Generalization Bounds for Dependent Data using Online-to-Batch Conversion" was accepted to AISTATS 2025!

In this work, we give generalization bounds for statistical learners trained on non-i.i.d. data using the Online-to-Batch conversion framework. (1/3)

23.01.2025 06:08 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

If your concern is wrt jobs, I believe that the jobs that can be automated should very well be.

From my time as an SWE, I observed that most companies bloat their payroll with underpaid employees so that they can overcharge clients.

If you are concerned about other stuff, I would love to hear it.

27.12.2024 09:41 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Congratulations! πŸŽ‰

23.12.2024 20:52 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

A video summarising the first time I tried opening a window in Europe.

22.12.2024 13:24 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Professor Agregat Serra HΓΊnter. Departament d'Enginyeria ConvocatΓ²ria 2024-30 PDI Serra HΓΊnter Obert ConvocatΓ²ria 2024-30 AdscripciΓ³: Department: Enginyeria Profile: Machine Learning Termini de solΒ·licituds: 13/01/2025 Data de publicaciΓ³ a la web:...

*PLS SHARE*

Open position for an *Associate Professor* in Machine Learning at our department (@enginyeria-upf.bsky.social / @upf.edu), via the Serra Hunter programme.

DEADLINE: January 13th 2025

www.upf.edu/web/personal...

21.12.2024 18:08 β€” πŸ‘ 26    πŸ” 20    πŸ’¬ 0    πŸ“Œ 0
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Announcing the accepted papers for ALT 2025! It was a very competitive year, and we were able to accept only 51 of 144 submissions. Thanks to my co-chair Po-Ling Loh and the entire program committee for their hard work!

See you in Milan in February!

algorithmiclearningtheory.org/alt2025/acce...

20.12.2024 14:57 β€” πŸ‘ 27    πŸ” 5    πŸ’¬ 1    πŸ“Œ 2

Making a #gamedev starterpack for (mostly) solo game developers working on cool projects. I've added a bunch of friends of mine you should all check out.

Leave a comment below if you're a solo #indiedev and want to be added!

go.bsky.app/15UnZcn

19.12.2024 16:21 β€” πŸ‘ 503    πŸ” 99    πŸ’¬ 275    πŸ“Œ 2
Learning shallow quantum circuits with many-qubit gates - Francisca Vasconcelos
YouTube video by QTML Conference Learning shallow quantum circuits with many-qubit gates - Francisca Vasconcelos

At QTML 2024, I spoke about recent work with Robert Huang on "Learning shallow quantum circuits with many-qubit gates" (a.k.a. efficient learning of QAC^0 unitaries). In this ~15min talk I discuss the project motivation, key results, and high-level proof ideas.

www.youtube.com/watch?v=iRiJ...

18.12.2024 18:16 β€” πŸ‘ 14    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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It seems like a tradition is emerging here, and it is out duty to maintain it. So here is my part announcing the publication of our review in semidefinite programming for characterizing quantum correlations @dulwichquantum.bsky.social

journals.aps.org/rmp/abstract...

14.12.2024 16:07 β€” πŸ‘ 11    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1

@chatsagnik is following 19 prominent accounts