34 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- City University of Hong KongHK5 papers
- Tallinn UniversityEE3 papers
- University of TartuEE3 papers
- Tallinn University of TechnologyEE2 papers
- Vietnam National University, HanoiVN2 papers
- Academy of Media Arts CologneDE1 paper
- Hong Kong Federation of Innovative Technologies and Manufacturing IndustriesCN1 paper
- Max Planck Institute for Human DevelopmentDE1 paper
11 papers
Responsible AI: The Good, The Bad, The AI
Akbar Anbar Jafari, Cagri Ozcinar, Gholamreza Anbarjafari
The rapid proliferation of artificial intelligence across organizational contexts has generated profound strategic opportunities while introducing significant ethical and operation…
Dynamic Nested Hierarchies: Pioneering Self-Evolution in Machine Learning Architectures for Lifelong Intelligence
Akbar Anbar Jafari, Cagri Ozcinar, Gholamreza Anbarjafari
Contemporary machine learning models, including large language models, exhibit remarkable capabilities in static tasks yet falter in non-stationary environments due to rigid archit…
Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists
Thomas F. Eisenmann, Andres Karjus, Mar Canet Sola +3
Generative AI's novel capacities raise questions about the future role of human expertise: does AI level the playing field between professional artists and laypeople, or does exper…
fruit-SALAD: A Style Aligned Artwork Dataset to reveal similarity perception in image embeddings
Tillmann Ohm, Andres Karjus, Mikhail Tamm +1
The notion of visual similarity is essential for computer vision, and in applications and studies revolving around vector embeddings of images. However, the scarcity of benchmark d…
The Democratization of Wealth Management: Hedged Mutual Fund Blockchain Protocol
Ravi Kashyap
We develop several innovations to bring the best practices of traditional investment funds to the blockchain landscape. Specifically, we illustrate how: 1) fund prices can be updat…
Arguably Adequate Aqueduct Algorithm: Crossing A Bridge-Less Block-Chain Chasm
Ravi Kashyap
We consider the problem of being a cross-chain wealth management platform with deposits, redemptions and investment assets across multiple networks. We discuss the need for blockch…
Automated stance detection in complex topics and small languages: the challenging case of immigration in polarizing news media
Mark Mets, Andres Karjus, Indrek Ibrus +1
Automated stance detection and related machine learning methods can provide useful insights for media monitoring and academic research. Many of these approaches require annotated t…
HLS-based Optimization of Tau Triggering Algorithm for LHC: a case study
Natalia Cherezova, Dmitri Mihhailov, Sergei Devadze +1
With the current increase in the data produced by the Large Hadron Collider (LHC) at CERN, it becomes important to process this data in a corresponding manner. To begin with, to ef…
Are Instrumental Variables Really That Instrumental? Endogeneity Resolution in Regression Models for Comparative Studies
Ravi Kashyap
We provide a justification for why, and when, endogeneity will not cause bias in the interpretation of the coefficients in a regression model. This technique can be a viable altern…
Behavioral Bias Benefits: Beating Benchmarks By Bundling Bouncy Baskets
Ravi Kashyap
We consider in detail an investment strategy, titled "The Bounce Basket", designed for someone to express a bullish view on the market by allowing them to take long positions on se…
Options as Silver Bullets: Valuation of Term Loans, Inventory Management, Emissions Trading and Insurance Risk Mitigation using Option Theory
Ravi Kashyap
Models to price long term loans in the securities lending business are developed. These longer horizon deals can be viewed as contracts with optionality embedded in them. This insi…