Serdar Kadioglu Profile
Serdar Kadioglu

@serdar_kadioglu

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598
Following
1K
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50
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348

Group VP of AI @Fidelity | Adj. Assoc. Prof @BrownCSDept | ex-@Oracle | ex-@Adobe

Boston
Joined December 2013
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@serdar_kadioglu
Serdar Kadioglu
5 years
Exactly the goal of our open ended projects! @BrownCSDept Seeing students enjoy it worths every effort you pour into course prep. Here is why I love teaching CS/Optimization:
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@serdar_kadioglu
Serdar Kadioglu
2 months
Forge: Foundational Optimization Representations from Graph Embeddings. #Forge is a self-supervised method for embedding optimization problems, just like your favorite text embedding. A single pre-trained model works across tasks, problems, and sizes 🤯
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linkedin.com
For years, it has bugged me that while we have powerful #embeddings for text, images, audio, etc, the same do not exist for optimization problems. Until now! Meet #Forge: Foundational Optimization...
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@serdar_kadioglu
Serdar Kadioglu
2 months
Balans: Bandit-based Adaptive Large Neighborhood Search ⁦⁦@IJCAIconf⁩ Online, meta-solver for solving mixed-integer programming (MIP) problems. Install: pip install balans Library: https://t.co/Cq4zAbaYnN Paper: https://t.co/I8Va1tQAYi
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linkedin.com
🚀 We're excited to unveil a new online meta-solver for optimization, #Balans, at IJCAI International Joint Conferences on Artificial Intelligence Organization! Existing ML-based methods for solving...
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@CAIS_USC
USC Center for AI in Society
3 months
In Montreal for #IJCAI2025? Stop @CSatUSC PhD student Junyang Cai's poster presentation Wed. 10 am. BALANS is an open-source, solver-agnostic meta-solver for #MIPs. Paper: https://t.co/1mq6bsRam1 @BDilkina @serdar_kadioglu @AI4OPT @USCViterbi @IJCAIconf #Optimization #OpenSource
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@serdar_kadioglu
Serdar Kadioglu
3 months
📢 If you're solving real-world problems with AI, we want to hear from you! As Vice Chair of IAAI'26, I invite you to submit your work to Innovative Applications of AI 2026 🚀 🗓️ Deadline: Aug 18, 2025 📍 Conference: Jan 2026, Singapore as part of #AAAI
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linkedin.com
🚀 With AI advancing at a staggering speed, it's becoming increasingly difficult to separate hype from real-world impact --that's 𝘦𝘹𝘢𝘤𝘵𝘭𝘺 where the 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐯𝐞 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨?...
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@CORS_President
Canadian Operational Research Society
6 months
CORS 2025! June 9–11, 2025, Edmonton, AB
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@13dominos13
domino
5 months
another excellent #NYTechWeek panel with @IBM re: Open Source AI 👏👏👏
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@serdar_kadioglu
Serdar Kadioglu
10 months
Thank you for the kind invitation @KuisAICenter @ftm_guney —looking forward to it!
@KuisAICenter
KUIS AI
10 months
📢📷Tomorrow (January 14) at 10:00, we will host from Serdar Kadioglu from @BrownUniversity: “Toward Modeling Assistants: Bridging Natural Language and Optimization” Zoom info: ai-info@ku.edu.tr or just DM!
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@BrownCSDept
Brown CS
1 year
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@serdar_kadioglu
Serdar Kadioglu
2 years
Driven by the complexity and the sheer scale of real-world problems in industry while seeking their abstractions & generalizations. Check out our latest applied research at @Fidelity Ai Center #ai #ml #fidelityassociate https://t.co/uxU2d0LkEL
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linkedin.com
Curious about what we have been up to in the AI Center at Fidelity Investments? Check out a recap of our latest #applied #research on a range of topics. 📌 Handwritten text #recognition for document...
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@MAKE_MDPI
MAKE_MDPI
2 years
🤖AWS Quantum Solutions Lab and @FCATalyst implemented an interpretable ML classification model for #ExplainableAI (XAI) via expressive Boolean formulas, which could be sped up by quantum computers. @serdar_kadioglu 🔗 https://t.co/L1kgWD0C84
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@serdar_kadioglu
Serdar Kadioglu
2 years
Earth modellers.. Clearly, they are doing some cool stuff 🔥🔥
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@serdar_kadioglu
Serdar Kadioglu
2 years
You don’t always see a cool advertisement like this: “We’re Hiring — Constraint Programmers” #cpaior #orms #mobi #travel
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@serdar_kadioglu
Serdar Kadioglu
2 years
Thanks to our friends at @huggingface making demos and sharing pre-trained models a possibility 🤗 If you want to extract optimization entities (objective, variables, limits, etc.) You can install our library via “pip install ner4opt” https://t.co/ujQwVGwFK7
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github.com
[Constraints'24] Ner4Opt: Named-Entity Recognition for Optimization - skadio/ner4opt
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@serdar_kadioglu
Serdar Kadioglu
2 years
Thank you for sharing @thserra —impressive how you can follow talks and tweet them 👏👏 We are seeing a paradigm shift with audio/text becoming the common medium for human-computer interaction #ner4opt is our attempt to combine #NLP and #Optimization https://t.co/Kys64xqPXJ
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huggingface.co
@thserra
Thiago Serra (@thserra.bsky.social)
2 years
.@serdar_kadioglu talks at #cpaior2023 about his holy grail pursuit: extracting optimization models directly from natural language descriptions #orms
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@mervenoyann
merve
3 years
Bu aplikasyonun üstüne hala çalışıyoruz, google sheets'e AFAD'ın istediği halde post request atması kaldı. Pipeline easyocr ve @OpenAI davinci üstünden çalışıyor. @Gradio'nun API call özelliği sayesinde görüntülerle istek atabilirsiniz. @huggingface'e GPU için teşekkür ederiz.
@mertcobanov
Mert Cobanov
3 years
Bugun gercekten zorlu bir gun oldu, depremzedelerin sosyal medyada post olarak atilmis gorsellerin icerisinden adres bilgilerini cikarttigimiz bir uygulama gelistirdik, @anil_ozturkk @mervenoyann ve discorddaki tum arkadaslara tesekkur ederim #HelpTurkey https://t.co/6h0wUDiOCU
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@Brown_NLP
Brown NLP
3 years
Last year, we criticized LMs for performing “too well” with pathological prompts, and many papers have now shown similar results with corrupted ICL or CoT. In our new work, we find that *humans* also perform surprisingly well with irrelevant prompts! (But not misleading ones.) ⅕
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@MiniCPMooc
MiniCPMooc (Constraint Programming)
3 years
@moocXperience
Louvain moocXperience
3 years
Our brand new course, constraint programming, will fly the nest on February 7th!📅 You'll learn the basics, from the implementation of solvers to modeling techniques for solving concrete combinatorial problems such as routing and scheduling. Enroll now👉 https://t.co/OV92v3xzWe
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@serdar_kadioglu
Serdar Kadioglu
3 years
There is the #iris dataset in #ml and then there is the #iris from Claude #Monet.. Dialogue Monet - Mitchell @FondationLV
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@thserra
Thiago Serra (@thserra.bsky.social)
3 years
I am looking forward to hosting @serdar_kadioglu at @BucknellU tomorrow for a talk on multi-objective optimization in recommender systems. #orms If you would like to attend virtually, DM for the Zoom link!
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@Cometml
Comet
3 years
Join us Nov. 21st for a new webinar! In this roundtable with @ak_ronay from Nvidia, @serdar_kadioglu at Fidelity Investments, @jacopotagliabue, and moderated by Comet CEO Gideon Mendels, we will be discussing how to build better recommender systems. https://t.co/VlnwsjWzV0
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