AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning

Swedish House of Finance Podcast

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לפני 17 ימים22:08

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לייק

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22:08

Host Francesca Amiker sits down with directors Joe and Anthony Russo, producer Angela Russo-Otstot, stars Millie Bobby Brown and Chris Pratt, and more to uncover how family was the key to building the emotional core of The Electric State . From the Russos’ own experiences growing up in a large Italian family to the film’s central relationship between Michelle and her robot brother Kid Cosmo, family relationships both on and off of the set were the key to bringing The Electric State to life. Listen to more from Netflix Podcasts . State Secrets: Inside the Making of The Electric State is produced by Netflix and Treefort Media.…

לפני שנתיים 34:23

M4A•בית הפרקים

Using AI and Machine learning in asset pricing and asset management is in the midst of a boom. But are portfolios based on these richly parameterized models well understood?
In this episode, Bryan Kelly, Professor of Finance at Yale School of Management and Head of Machine Learning at AQR Capital Management, talks about the behavior of return prediction models in a high complexity regime and the ability of high complex models to predict recessions.

15 פרקים

#Business #Swedish House Of Finance

AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning

Swedish House of Finance Podcast

published לפני שנתיים

שתפו

M4A•בית הפרקים

15 פרקים

#Business #Swedish House Of Finance

כל הפרקים

1
AI & Machine Learning in Finance: “AI in Household Finance” – Panel discussion 43:24

לפני 2 years43:24

43:24

In this episode, Marieke Bos, researcher at Swedish House of Finance, moderates a panel discussion Prof Ramadorai (Imperial College London), Erik Thedéen (Finanspektionen), and Sara Öhrvall (Axel Johnson) on algorithmic discrimination in credit markets and the distributional consequences of new machine learning technologies applied in credit screening.…

1
AI & Machine Learning in Finance: “Does more data mean better forecasts?” 31:06

לפני 2 years31:06

31:06

Investors are inundated with more data than ever before. What does an influx of “high-dimensional data” mean for financial forecasting, asset pricing and investment? In this episode, Thierry Foucault, Professor of Finance at HEC Paris, talks about the growth of alternative data. He presents evidence from his research about the effects of alternative data on the quality of securities analysts' forecasts and its implications for the real economy.…

1
AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning 34:23

לפני 2 years34:23

34:23

Using AI and Machine learning in asset pricing and asset management is in the midst of a boom. But are portfolios based on these richly parameterized models well understood? In this episode, Bryan Kelly, Professor of Finance at Yale School of Management and Head of Machine Learning at AQR Capital Management, talks about the behavior of return prediction models in a high complexity regime and the ability of high complex models to predict recessions.…

1
The Economics of Digital Currency Policy with Stanford Prof Darrell Duffie 1:09:21

לפני 2 years1:09:21

1:09:21

Globally, there is a debate over how to develop payment systems. Effective approaches are far from settled. Emerging digital currencies, in particular, have significant implications for commercial banking and currency competition. In this video, Darrell Duffie of Stanford University outlines the related policy concerns and approaches, together with Swedish experts. Participants: - Darrell Duffie, Professor of Finance, Stanford University. - Paula da Silva, Chief Executive Officer, P27 Nordic Payments. - David Vestin, Senior Advisor, Riksbank.…

1
The Future of Money with Yale's Professor Gary Gorton and Sveriges Riksbank's Governor Stefan Ingves 1:12:39

לפני 2 years1:12:39

1:12:39

A conversation with the Governor of Sveriges Riksbank Stefan Ingves and Yale's Professor Gary Gorton on how we might think about digital currencies and decentralised finance. The seminar was moderated by Pehr Wissén, Professor Emeritus of Practice, Swedish House of Finance.

1
Opportunities and Challenges of ESG Investing with Laura Starks 1:01:23

לפני 2 years1:01:23

1:01:23

In this seminar, Professor Starks talked about considerations regarding environment, social and governance (ESG) investing, starting with the differentiation in investor motivations: financial risk and return considerations (i.e., ESG value), nonpecuniary preferences (i.e., ESG values), or a combination of the two. From a high level perspective, she addressed questions regarding investment approaches, such as whether to employ a negative screening approach or a positive tilt to the portfolio; how to think about integrating ESG principles into the investment process as well as engaging firm management on ESG principles; the role of third-party ESG ratings; the questions surrounding ESG portfolio disclosures and regulatory requirements, and the evidence that exists on the effects and effectiveness of these issues.…

1
How to manage risk in your portfolio 27:48

לפני 4 years27:48

27:48

In this final episode of the Household Finance podcast series, Anastasia Girshina and Paolo Sodini, discuss how we should - and should not - react to market fluctuations. They introduce the concept of rebalancing, argue against market timing and talk about different ways to diversify your portfolio. Listen to their research based insights in episode 4.…

1
How to think about risk with Anastasia Girshina and Paolo Sodini 22:15

לפני 4 years22:15

22:15

Join Paolo Sodini and Anastasia Girshina from the Swedish House of Finance in a series of podcasts about household finance, the field of financial economics that studies how households save, invest and borrow, and, more generally, how they use financial markets to plan for their future. In this episode Anastasia and Paolo discuss how much risk to take in our portfolios, and how we should think about investing in risky assets such as stocks and mutual funds.…

1
Women in Finance Talk - More needs to be done to attract and attain female talent. 32:54

לפני 4 years32:54

32:54

In this Women in Finance talk Marieke Bos and Sara Ottosson come together with leading women in the finance industry to discuss if quotas and culture can play a role to promote the financial sector to talented women.

1
Household Finance: How to think about savings 25:48

לפני 4 years25:48

25:48

Join Paolo Sodini and Anastasia Girshina from the Swedish House of Finance in a series of podcasts about household finance, the field of financial economics that studies how households save, invest and borrow, and, more generally, how they use financial markets to plan for their future. In this episode Anastasia and Paolo elaborate on the relationship between saving, borrowing and consumption.…

1
Household Finance: Understanding Financial Literacy 15:06

לפני 5 years15:06

15:06

Join Paolo Sodini and Anastasia Girshina from the Swedish House of Finance in a series of podcasts about household finance, the field of financial economics that studies how households save, invest, and borrow, and, more generally, how they use financial markets to plan for their future. In this episode, we learn about financial literacy and its importance for the decisions households take about their finances.…

1
Women in Finance with Ylva Baeckstrom and Kapitalet 16:24

לפני 5 years16:24

16:24

Join the Swedish House of Finance and special guest hosts from Kapitalet as we hear from Ylva Baeckstrom during our Women in Finance Conference. SHOF Podcast Episode 4: Women in Finance with Ylva Baeckstrom and Kapitalet

1
MIFID II - Impact to date and long term consequences 22:51

לפני 5 years22:51

22:51

Join Professor Michael Halling as we dive into one of the most discussed and debated regulations in the Financial Services sector. We also hear from Urban Funered, Christer Linde, and Henrik Didner who participated in a panel discussion at the Swedish House of Finance. SHOF Podcast Episode 3: MIFID II - Impact to date and long term consequences…

1
A New Theory about Financial Markets: Invariance 25:01

לפני 5 years25:01

25:01

Join Professors Olga Obizhaeva, Albert "Pete" Kyle, and Anna Obizhaeva as we delve into this podcast's topic: "A New Theory about Financial Markets: Invariance" SHOF Podcast Episode 2: A New Theory about Financial Markets: Invariance

1
PE Fund Structures and Incentives 22:49

לפני 6 years22:49

22:49

Join Sara Ottosson and special guests Professors David Robinson and Per Strömberg as we delve into this podcast's topic "PE Fund Structures and Incentives: Why are we changing the traditional fee structure?" SHOF Podcast Episode 1: PE Fund Structures and Incentives

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Swedish House of Finance Podcast « » AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning

AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning

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AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning