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Workshop
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The Mutual Relationship between Corpus Frequency and Linear Representations in Language Models
Jack Merullo · Sarah Wiegreffe · Yanai Elazar
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Workshop
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Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond
Costin-Andrei Oncescu · Sanket Purandare · Stratos Idreos · Sham Kakade
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Poster
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Wed 16:30
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PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond
Chen Song · Zhenxiao Liang · Bo Sun · Qixing Huang
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Poster
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Wed 16:30
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Causal Bandits for Linear Structural Equation Models
Burak Varici · Karthikeyan Shanmugam · Prasanna Sattigeri · Ali Tajer
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Workshop
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Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
Matan Schliserman · Tomer Koren
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Workshop
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Linear Probe Penalties Reduce LLM Sycophancy
Henry Papadatos · Rachel Freedman
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Poster
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Fri 11:00
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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
Yingcong Li · Ankit Rawat · Samet Oymak
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data
Kentaro Hoffman · Tyler H. McCormick
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Poster
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Wed 11:00
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Linear Uncertainty Quantification of Graphical Model Inference
Chenghua Guo · Han Yu · Jiaxin Liu · Chao Chen · Qi Li · Sihong Xie · Xi Zhang
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Workshop
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Relational composition during attribute retrieval in GPT is not purely linear
Michael McCoy · Anna Leshinskaya
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Workshop
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Semantic Entropy Neurons: Encoding Semantic Uncertainty in the Latent Space of LLMs
Jiatong Han · Jannik Kossen · Muhammed Razzak · Yarin Gal
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Workshop
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On the Relationship Between Model Training Dynamics and Early Pruning Periods
Elvis Nunez · Stefano Soatto
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