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Workshop
Predicting the Performance of Foundation Models via Agreement-on-the-line
Rahul Saxena · Aman Mehra · Taeyoun Kim · Christina Baek · J. Zico Kolter · Aditi Raghunathan
Workshop
Performance Roulette: How Cloud Weather Affects ML-Based System Optimization
Johannes Freischuetz · Konstantinos Kanellis · Brian Kroth · Shivaram Venkataraman
Workshop
Predicting the Performance of Foundation Models via Agreement-on-the-Line
Rahul Saxena · Aman Mehra · Taeyoun Kim · Christina Baek · J. Zico Kolter · Aditi Raghunathan
Poster
Wed 8:45 Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
Carsten Lüth · Till Bungert · Lukas Klein · Paul Jaeger
Poster
Wed 8:45 Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces
Joseph Costello · Hisham Temmar · Luis Cubillos · Matthew Mender · Dylan Wallace · Matt Willsey · Parag Patil · Cynthia Chestek
Poster
Tue 8:45 TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
Mangpo Phothilimthana · Sami Abu-El-Haija · Kaidi Cao · Bahare Fatemi · Michael Burrows · Charith Mendis · Bryan Perozzi
Workshop
Fri 11:35 Does CLIP’s generalization performance mainly stem from high train-test similarity?
Prasanna Mayilvahanan · Thaddäus Wiedemer · Evgenia Rusak · Matthias Bethge · Wieland Brendel