Serdar Kadioglu
@serdar_kadioglu
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Group VP of AI @Fidelity | Adj. Assoc. Prof @BrownCSDept | ex-@Oracle | ex-@Adobe
Boston
Joined December 2013
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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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 🤯
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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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
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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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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📢 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
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 2025! June 9–11, 2025, Edmonton, AB
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Thank you for the kind invitation @KuisAICenter @ftm_guney —looking forward to it!
📢📷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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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
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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🤖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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Earth modellers.. Clearly, they are doing some cool stuff 🔥🔥
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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
github.com
[Constraints'24] Ner4Opt: Named-Entity Recognition for Optimization - skadio/ner4opt
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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
huggingface.co
.@serdar_kadioglu talks at #cpaior2023 about his holy grail pursuit: extracting optimization models directly from natural language descriptions #orms
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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.
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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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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New MOOC on Constraint Programming and #MiniCP @PVanHentenryck @AIA_UCLouvain @GeoffreyDeSmet
@serdar_kadioglu @JFPuget @thserra @chtruchet
@ozgurakgun @TiasGuns @JeffLinderoth
@BDilkina @TobyWalsh @parubin @hakankj
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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There is the #iris dataset in #ml and then there is the #iris from Claude #Monet.. Dialogue Monet - Mitchell @FondationLV
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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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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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