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1. cvredenburgh.github.io cvredenburgh.github.io Public

   files related to personal website

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2. multimodal-concept-evaluation multimodal-concept-evaluation Public

   Improving product representations through contrastive learning with optimized regional grounding. Then, the fine-grained product representations are leveraged for predicting customer sentiment and …

3. representation-mining representation-mining Public

   Investigating how rich latent representations from vision-language models (VLMs) can be leveraged for causal learning. In this case, we learn about how product features and design impact customer s…

4. distillation-info-theory distillation-info-theory Public

   Exploring insights from LLM distillation and fine-tuning for an emerging 'new information theory' of deep learning.

5. hiring-active-investing hiring-active-investing Public

   Similar to active investing, research shows hiring managers rarely outperform the index. For example, case study evaluations, coding evaluation scores, and other highly structured interviews consis…