Advanced Analytics Research Lab @BucknellU @AnalyticsLabBU
Advanced Analytics Research Lab @BucknellU: James, Hannah, Yinuo, Aidan, Thomas, and PI @thserra #analytics #ml #orms #rayBucknell Lewisburg, PA Joined May 2021-
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The camera-ready of our #NeurIPS2022 paper is out! Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm: arxiv.org/abs/2206.02976 We study the effect of network pruning across classes, which surprisingly leads to more balanced models sometimes! 1/N
I am happy to share that I took an additional role as Affiliate Faculty in Latin American Studies at Bucknell University. I am looking forward to contribute with my personal background and professional skills to the work of my colleagues! bucknell.edu/academics/coll…
Guess what? I'm a PhD coordinator now, so I'm inviting applications to our PhD Program in #orms (OR/Stats/ML) to start in fall 2023. Applications open mid September. If you can distribute this to promising undergrads, I'd greatly appreciate it. More info: herbert.miami.edu/graduate/find-…
My collaborators @Xiny_wind, @blauigris & Aidan Good (a @BucknellU student) are virtually presenting our most recent work in today's Sparsity in Neural Networks poster session @sparsenn: sparseneural.net/home Follow the thread for a description of each paper.
Optimal Brain Damage redux.
I am thrilled to tweet about my most recent collaboration with @Xiny_wind ahead of our presentation at #icml2022: "The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks" Camera-ready preprint: arxiv.org/abs/2203.04466 (See thread for more!)
I am thrilled to tweet about my most recent collaboration with @Xiny_wind ahead of our presentation at #icml2022: "The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks" Camera-ready preprint: arxiv.org/abs/2203.04466 (See thread for more!)
The @USC trio @BDilkina, @phebe_vayanos & Koenig wrapping up the amazing 4 days of #cpaior2022. Thank you for all the #copr #orms #ml fish! The @AnalyticsLabBU delegation is heading back to @BucknellU!
Very proud of my advisee Mark Pesacreta for his amazing honors thesis defense at @BucknellU today. Mark studied counterfactual explanations and interpretable machine learning models to audit automated underwriting systems for mortgage applications.
Hannah Sieg and Yinuo Jing presented their work from last Summer as Emerging Scholars fellows at @BucknellU’s Kallman Symposium this past Saturday!
We are very grateful to the guest speakers at our webinars of 2021! They all have presented excellent talks, bringing up interesting topics and insightful information!
🚨EURO #PhDSchool on #DataDriven #DecisionMaking and #Optimization, June 13-22, 2022, IMUS-Instituto de Matemáticas de la Universidad de Sevilla, @imus_es 📢Registration Open congreso.us.es/epsdata/ congreso.us.es/epsdata/docs/E… @EUROonline_News @CBS_ECON @needs_project @MSCActions
Did you know that some neural networks can be compressed without affecting their underlying models? Some of the connections involved are at the 99th percentile of weight magnitude, all thanks to optimization! #orms Come see our #NeurIPS2021 poster at 7:30 PM EST today!
The wait is over: Deep Learning on Graphs is finally out! Those are two topics that I like very much, but I do not yet have a good intuition for how they go along together. So far, it has been a smooth ride.
Wes Gurnee (@fairmandering) from @MIT's @ORCenter will talk at @BucknellU about optimizing the fairness of electoral districts. He won the 2020 @INFORMS Undergrad #orms Prize for that! When: November 11, 1:30 PM EST Where: Hislop Auditorium @ Holmes Zoom: bucknell.zoom.us/j/98013548150?…
I am thrilled to share that "Scaling Up Exact Neural Network Compression by ReLU Stability" was accepted at #NeurIPS2021 This is joint work w/ @Xiny_wind (@UtahSoC), @abhinav1kumar (@michiganstateu), & @srikumarRam (@GoogleAI) #orms Camera-ready version: arxiv.org/abs/2102.07804
Hannah Sieg '24 likes seeing results from her work. Her major in business analytics — and current work on a project funded by the National Science Foundation (@NSF) — gives her ample opportunities to create them. ⬇️ fal.cn/3jcjt
Our lab member Hannah Sieg has been featured at @BucknellU’s website: "Even my professor has said, 'This is insane. There's so much that I don't even know.' And it's just a fun process of all of us together, learning it at the same time." bucknell.edu/meet-bucknell/…
We will host @getnextmv CEO Carolyn Mooney (@cmoon6) for an #orms talk at @BucknellU: Decisions as Code: Systems Thinking, Optimization, and Computer Science Tuesday, 10/19, 1:30 PM EST, Hislop Auditorium at Holmes Hall Live streaming: bucknell.zoom.us/w/93176626652?… #MonarchsOfMIP
We are beyond excitement to have @baabbaash visiting @BucknellU and giving the following #orms seminar: OPT ART: From Mathematical Optimization to Visual Design Tuesday, 09/28, 1:30 PM EST, Hislop Auditorium at Holmes Hall You can join us online: bucknell.zoom.us/j/92869680505?…
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