Zobrazeno 1 - 10
of 247
pro vyhledávání: '"Bahadori, Mohammad"'
Autor:
Fotouhi, Milad, Bahadori, Mohammad Taha, Feyisetan, Oluwaseyi, Arabshahi, Payman, Heckerman, David
We investigate the use of in-context learning and prompt engineering to estimate the contributions of training data in the outputs of instruction-tuned large language models (LLMs). We propose two novel approaches: (1) a similarity-based approach tha
Externí odkaz:
http://arxiv.org/abs/2408.11852
Autor:
Quintas-Martinez, Victor, Bahadori, Mohammad Taha, Santiago, Eduardo, Mu, Jeff, Janzing, Dominik, Heckerman, David
Publikováno v:
Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria. PMLR 235, 2024
Comparing two samples of data, we observe a change in the distribution of an outcome variable. In the presence of multiple explanatory variables, how much of the change can be explained by each possible cause? We develop a new estimation strategy tha
Externí odkaz:
http://arxiv.org/abs/2404.08839
We study the problem of observational causal inference with continuous treatments in the framework of inverse propensity-score weighting. To obtain stable weights, we design a new algorithm based on entropy balancing that learns weights to directly m
Externí odkaz:
http://arxiv.org/abs/2107.13068
Publikováno v:
In Chemical Engineering Journal Advances 15 May 2024 18
Autor:
Garrett, Loretta G., Byers, Alexa K., Chen, Chengrong, Lan, Zhongming, Bahadori, Mohammad, Wakelin, Steve A.
Publikováno v:
In Geoderma Regional March 2024 36
Publikováno v:
In Journal of CO2 Utilization January 2024 79
Concept-based explanation approach is a popular model interpertability tool because it expresses the reasons for a model's predictions in terms of concepts that are meaningful for the domain experts. In this work, we study the problem of the concepts
Externí odkaz:
http://arxiv.org/abs/2007.11500
Autor:
Akbari, Mehdi, Hossein Bahadori, Mohammad, Khanbabaei, Salar, Boruki Milan, Bahman, Manchiraju, Srikant, Spada, Marcantonio M.
Publikováno v:
In Addictive Behaviors Reports December 2023 18
Autor:
Akbari, Mehdi, Hossein Bahadori, Mohammad, Khanbabaei, Salar, Boruki Milan, Bahman, Jamshidi, Shiva, Potenza, Marc N.
Publikováno v:
In Addictive Behaviors November 2023 146
Publikováno v:
In Cryobiology September 2023 112