[PDF][PDF] Improving human decision-making with machine learning

H Bastani, O Bastani, WP Sinchaisri - arXiv preprint arXiv …, 2021 - xalapao.github.io
A key aspect of human intelligence is their ability to convey their knowledge to others in
succinct forms. However, despite their predictive power, current machine learning models …

The editor and the algorithm: Recommendation technology in online news

C Peukert, A Sen, J Claussen - Management science, 2024 - pubsonline.informs.org
We run a field experiment to study the relative performance of human curation and
automated personalized recommendation technology in the context of online news. We …

Computers and chess masters: The role of AI in transforming elite human performance

M Bilalić, M Graf, N Vaci - British Journal of Psychology, 2024 - Wiley Online Library
Abstract Advances in Artificial Intelligence (AI) have made significant strides in recent years,
often supplementing rather than replacing human performance. The extent of their …

The impact of government-backed venture capital on artificial intelligence startups' productivity: focusing on broker roles

T Kim, J Lee - Technology Analysis & Strategic Management, 2024 - Taylor & Francis
This study investigates the effects of government venture capitals (GVCs) backing on the
productivity of startups compared to private venture capitals (PVCs). Based on a sample of …

Improving Human Sequential Decision-Making with Reinforcement Learning

H Bastani, O Bastani, WP Sinchaisri - arXiv preprint arXiv:2108.08454, 2021 - arxiv.org
Workers spend a significant amount of time learning how to make good decisions.
Evaluating the efficacy of a given decision, however, can be complicated--eg, decision …

Knowledge trap: Human experts distracted by details when teaming with AI

W Wang, X Liu, X Zhang, Y Hong - University of Miami Business …, 2023 - papers.ssrn.com
In the emerging literature on human–artificial intelligence (AI) teaming, the effectiveness of
teaming is established on the complementarity between the unique advantages of both …

[PDF][PDF] Don't Confound Yourself: Causality from Biased Data

D Kaltenpoth - eda.rg.cispa.io
The core assumption of not only the sciences but of our broader (western) worldview is that
nature adheres to certain laws which can be described in terms of causal relationships. This …

[引用][C] Finding diamonds in the rough: Data-driven opportunities and pharmaceutical innovation

M Tranchero - 2023 - Working Paper]. University of …