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41 Results
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Workshop
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From Laws to Motivation: Guiding Exploration through Law-Based Intrinsic Reasoning and Rewards Ziyu Chen · Zhiqing Xiao · Xinbei Jiang · Junbo Zhao |
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Workshop
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Sun 15:30 |
Scaling-laws for Large Time-series Models JUSTIN ALSING · Thomas Edwards · Benjamin Wandelt · James Alvey · Nam Nguyen |
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Poster
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Wed 16:30 |
4+3 Phases of Compute-Optimal Neural Scaling Laws Elliot Paquette · Courtney Paquette · Lechao Xiao · Jeffrey Pennington |
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Poster
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Wed 16:30 |
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre · Robert Mahari · Ariel Lee · Campbell Lund · Hamidah Oderinwale · William Brannon · Nayan Saxena · Naana Obeng-Marnu · Tobin South · Cole Hunter · Kevin Klyman · Christopher Klamm · Hailey Schoelkopf · Nikhil Singh · Manuel Cherep · Ahmad Anis · An Dinh · Caroline Shamiso Chitongo · Da Yin · Damien Sileo · Deividas Mataciunas · Diganta Misra · Emad Alghamdi · Enrico Shippole · Jianguo Zhang · Joanna Materzynska · Kun Qian · Kushagra Tiwary · Lester James V. Miranda · Manan Dey · Minnie Liang · Mohammed Hamdy · Niklas Muennighoff · Seonghyeon Ye · Seungone Kim · Shrestha Mohanty · Vipul Gupta · Vivek Sharma · Minh Chien Vu · Xuhui Zhou · Yizhi Li · Caiming Xiong · Luis Villa · Stella Biderman · Hanlin Li · Daphne Ippolito · Sara Hooker · Jad Kabbara · Alex Pentland |
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Poster
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Fri 11:00 |
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms Rafael Rafailov · Yaswanth Chittepu · Ryan Park · Harshit Sushil Sikchi · Joey Hejna · Brad Knox · Chelsea Finn · Scott Niekum |
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Poster
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Wed 11:00 |
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations Alex Hägele · Elie Bakouch · Atli Kosson · Loubna Ben allal · Leandro Von Werra · Martin Jaggi |
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Poster
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Fri 16:30 |
Scaling laws for learning with real and surrogate data Ayush Jain · Andrea Montanari · Eren Sasoglu |
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Poster
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Wed 11:00 |
Scaling Law for Time Series Forecasting Jingzhe Shi · Qinwei Ma · Huan Ma · Lei Li |
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Poster
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Fri 16:30 |
Scaling Laws in Linear Regression: Compute, Parameters, and Data Licong Lin · Jingfeng Wu · Sham Kakade · Peter Bartlett · Jason Lee |
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Poster
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Fri 11:00 |
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem yoonsoo nam · Nayara Fonseca · Seok Hyeong Lee · Chris Mingard · Ard Louis |
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Poster
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Fri 11:00 |
Observational Scaling Laws and the Predictability of Langauge Model Performance Yangjun Ruan · Chris Maddison · Tatsunori Hashimoto |
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Poster
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Fri 11:00 |
Adaptive Domain Learning for Cross-domain Image Denoising Zian Qian · Chenyang Qi · Ka Law · Hao Fu · Chenyang Lei · Qifeng Chen |