Machine learning
Datactics Takes 'Human-in-the-Loop' Approach to Machine Learning
The data quality and matching specialist is testing an entity resolution model for better transparency and explainability.
Data ‘Disconnect’: New ML Tools Stuck Solving Old Data Problems
Experts advise using machine learning to solve data quality challenges before applying it to alpha-generating strategies.
S&P Global Platts Taps Kensho's AI to Solve Commodities' Big Data Woes
Following initiatives with S&P Global Market Intelligence, Kensho Technologies is tackling new projects for sibling department S&P Global Platts.
Transforming NLP: A Look at New Tools Being Used by Banks
The evolution of natural language processing is rapidly progressing. Jo Wright takes a look at BERT, one of the more game-changing innovations that is helping to transform the field of machine learning in the capital markets.
'Data Mining is Bullsh*t' — An Examination
With the growth of alternative data in the capital markets, firms are struggling to find value, and are disillusioned by the loss of time, human capital, and money. Goldman Sachs’ Matthew Rothman believes this has created a situation where vendors and…
This Week: BNY Mellon; Amazon/Digital Asset; TP ICAP; Hazeltree; SimCorp & More
A summary of some of the past week's financial technology news.
Fuzzy Data Stalls ESG Alpha Hunt
Quants searching for ESG signals have reached very different conclusions. Mostly they blame the data.
Man and Machine Need Each Other – Systematica CEO
“The errors made by humans and robots are different,” says Leda Braga
Xceptor Lasers in on ML and NLP
The vendor is also considering including deep learning capabilities to the platform.
Rimes Wards off Sale Speculation with Investment from EQT
A sale was originally reported, but this PE investment will allow the firm to grow its ESG, ETF offering while considering a sale at a later time.
S&P to Unveil New Data Platform, New Data Capabilities
S&P Global Market Intelligence will offer clients new alt datasets from in-house and third parties to be used in conjunction with increased analytics offerings.
Crédit Ag Taps AI to Lure Swaptions Business
The machine learning model predicts client demand with high accuracy, giving traders an edge in pricing.
BofA’s ‘Citizen Devs’ Take on Innovation Mantle
The bank's central data and technology group enables frontline ‘citizen developers’.
DNB Bank Advances on 3-Year Big Data, Data Science Initiative
The bank is rounding out the second year in its three-year plan, which includes more than 100 new data roles.
Barclays Finds Blockchain Nirvana
Digital token USC could transform financial markets. But first, backers must prove it is secure.
Nomura’s Head of Digital Warns of AI’s Predictive Limitations
The investment bank’s deputy chief digital officer says machines cannot predict markets, as the bank consolidates trading operations and builds an AI trading platform for fixed income and FX.
SteelEye to Monitor Social Media for Trade Reconstruction
Compliance vendor says upcoming automatic trade reconstruction will slash processing times and allow users to monitor news feeds to detect insider trading.
Proliferation of Fake Information: Deepfakes & the Capital Markets
As the spread of false information online threatens our view of the world, Josephine Gallagher examines how this phenomenon has evolved with technology.
Oracle Leverages Deep Learning To Detect Financial Crime
Oracle is using deep learning to find matching patterns for graph analytics within its compliance platform.
Brown Brothers Harriman To 'Transform' Its Fund Accounting Service by 2021
The bank is in the throes of a hefty transformation project within its Investor Services division, which began with machine-learning efforts last year.
Nasdaq Updates Surveillance Offering to Build Trader Profiles to Catch Spoofing
The company is combining different data sources to help users spot market abuse and manipulation.
Quant Funds Look to AI to Master Correlations
Machine learning shows promise in grouping assets better and predicting regime shifts, say fund managers.
For the App Interoperability Movement, 2020 will be a Big Year
While progress was made in the desktop application interoperability space in the last year, Anthony Malakian says 2020 is likely to see some major developments that will help to push this movement forward.
As Public Cloud Gains Traction, Concerns & Challenges Grow
WatersTechnology looks at more than 20 cloud-based projects and initiatives to see how banks, asset managers and vendors are embracing public providers, and the inherent problems involved.