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Bowei Tian
Bowei Tian
PulseAugur coverage of Bowei Tian — every cluster mentioning Bowei Tian across labs, papers, and developer communities, ranked by signal.
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New SPARC method enhances fairness in deep learning models
Researchers have developed a new method called SPARC (Scalable Path-Specific Counterfactual Fairness via Causal Conditional Independence) to address fairness concerns in deep learning models. This approach tackles the i…
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New Framework Explains Linear Representation Formation in LLMs
Researchers have introduced the Spectral Principal Path (SPP) framework to explain how linear representations form in large language models (LLMs). This framework is based on the Input-Space Linearity Hypothesis, which …