Alejandro Saucedo

Lead author. Also contributing authors were Europe TPC Chair Prof. Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London and Committee members Bran Knowles, Senior Lecturer at Lancaster University; and Natasa Milic-Frayling, CEO at Inact Digital. Europe TPC supports the intent of the UK Government to establish a “pro-innovation approach to regulating AI” (AI Regulatory Framework) and welcomes this opportunity to… Mehr anzeigen

Lead author. Also contributing authors were Europe TPC Chair Prof. Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London and Committee members Bran Knowles, Senior Lecturer at Lancaster University; and Natasa Milic-Frayling, CEO at Inact Digital. Europe TPC supports the intent of the UK Government to establish a “pro-innovation approach to regulating AI” (AI Regulatory Framework) and welcomes this opportunity to comment on the July 2022 Policy Paper addressing these issues (Policy Paper). Europe TPC respectfully submits its responses to each of the six discrete inquiries enumerated in the Policy Paper and offers four general recommendations. Weniger anzeigen

Contributing author. The principal author of this document for Europe TPC was Committee Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Ricardo Ferreira, Senior Developer Advocate at Amazon Web Services; and Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at the Institute for Ethical AI & Machine Learning. Europe TPC concurs with the… Mehr anzeigen

Contributing author. The principal author of this document for Europe TPC was Committee Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Ricardo Ferreira, Senior Developer Advocate at Amazon Web Services; and Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at the Institute for Ethical AI & Machine Learning. Europe TPC concurs with the European Commission’s premise that “digital products and ancillary services create opportunities for EU economies and societies,” but “also lead to new challenges.” The Committee is pleased to assist in meeting those challenges through the current consultation. Detailed responses to the Commission’s questionnaire have been submitted. In addition, Europe TPC makes a set of principal recommendations and observations Weniger anzeigen

Lead author. Collaboration with Europe TPC Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; and Committee members Bran Knowles, Senior Lecturer at Lancaster University; Natasa Milic-Frayling, CEO at Inact Digital; Enrico Nardelli, Professor of Informatics at Università di Roma Tor Vergata; and Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe, and several other thought leaders from the… Mehr anzeigen

Lead author. Collaboration with Europe TPC Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; and Committee members Bran Knowles, Senior Lecturer at Lancaster University; Natasa Milic-Frayling, CEO at Inact Digital; Enrico Nardelli, Professor of Informatics at Università di Roma Tor Vergata; and Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe, and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery. In this publication the Europe TPC supports the European Commission’s intent to ensure “fairness in the allocation of value from data among actors in the data economy and to foster access to and use of data.” To that end, we respectfully submit the following recommendations for potential changes to the proposed Data Act released on March 14, 2022. Weniger anzeigen

Lead author. Collaboration with Prof. Chris Hankin, Prof. Enrico Nardelli, Prof. Andrew McGettrick, Gerhard Schimpf, Adam Eisgrau, Vicki Hanson and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery to contribute to yet another highly important topic. In the publication we provide recommendations around the importance of universal access to internet services, universal digital education and skills for people to take an active… Mehr anzeigen

Lead author. Collaboration with Prof. Chris Hankin, Prof. Enrico Nardelli, Prof. Andrew McGettrick, Gerhard Schimpf, Adam Eisgrau, Vicki Hanson and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery to contribute to yet another highly important topic. In the publication we provide recommendations around the importance of universal access to internet services, universal digital education and skills for people to take an active part in society & in democratic processes, accessible & human-centric digital public services, access to digital health services, trusted & secure online environments, protecting children in online spaces, climate & environemnt considerations, and ethical principles for human-centric algorithms - between other critical topics. Weniger anzeigen

Lead author. In this publication for the European Commission's Proposal for AI we outline the need to better protect public health, safety, & privacy leverage universal Informatics education to close "skills gap" with a diverse, AI-literate workforce. The principal authors of this document for ACM’s Europe Technology Policy Committee are: Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at Institute for Ethical AI & Machine Learning; and Chris Hankin, Fellow… Mehr anzeigen

Lead author. In this publication for the European Commission's Proposal for AI we outline the need to better protect public health, safety, & privacy leverage universal Informatics education to close "skills gap" with a diverse, AI-literate workforce. The principal authors of this document for ACM’s Europe Technology Policy Committee are: Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at Institute for Ethical AI & Machine Learning; and Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Oliver Grau, Principal Investigator at Intel Corporation; Dame Wendy Hall, Regius Professor of Computer Science, University of Southampton; Andrew McGettrick, Professor Emeritus of Computer and Information Sciences, University of Strathclyde; Enrico Nardelli, Professor in Informatics at Università di Roma; Gerhard Schimpf, Senior Manager at SMF Management Consulting - Pforzheim; Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe; and Julie Williamson, Lecturer in Human Computer Interaction, University of Glasgow. Weniger anzeigen

Trusted AI Principles for the Linux Foundation. I was a lead contributor for these 8 principles which provide a framework for LF AI projects and broader AI projects to adopt to ensure responsible and trusted AI products and services.

ACM European Technology Policy Committee paper submission to the UK's Data Strategy. The principal author of this document for ACM’s Europe Technology Policy Committee is Alejandro Saucedo, Engineering Director at Seldon and Chief Scientist at the UK-based Institute for Ethical AI & Machine Learning. Also contributing were: Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; Bran Knowles, Senior Lecturer in… Mehr anzeigen

ACM European Technology Policy Committee paper submission to the UK's Data Strategy. The principal author of this document for ACM’s Europe Technology Policy Committee is Alejandro Saucedo, Engineering Director at Seldon and Chief Scientist at the UK-based Institute for Ethical AI & Machine Learning. Also contributing were: Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; Bran Knowles, Senior Lecturer in Data Science at Lancaster University; and Julie Williamson, Lecturer in Human Computer Interaction at the University of Glasgow. Weniger anzeigen

Current approaches to portfolio optimization consider stocks as individual entities, and do not take advantage of cluster information available in financial assets (e.g. Financial Sectors, Industries, Type, etc).

This paper proposes a novel approach to Index Tracking using Machine Learning modelling techniques - namely regression models.

This paper explores how a sparse, group and sparse plus group approaches differ in portfolio optimisation.

The implementation of the… Mehr anzeigen

Current approaches to portfolio optimization consider stocks as individual entities, and do not take advantage of cluster information available in financial assets (e.g. Financial Sectors, Industries, Type, etc).

This paper proposes a novel approach to Index Tracking using Machine Learning modelling techniques - namely regression models.

This paper explores how a sparse, group and sparse plus group approaches differ in portfolio optimisation.

The implementation of the paper was initially done in Python, but released in Matlab Weniger anzeigen