AI Machine Learning

Topic	Replies	Views	Activity
Seminal paper cementing AI to the top spot for developing quantitative strategies Dear All, This is it! The paper that everyone is quoting for AI based strategies. It is the new benchmark. It’s incredibly complete with many empirical output reports. It must have taken thousands of hours to do (gettin…	28	1437	February 16, 2024
About the AI Machine Learning category	0	345	September 20, 2022
AI Models	0	41	March 6, 2026
OT - AI Insights Geoffry Hinton interview	0	71	March 1, 2026
Minimize turnover cost with AI models / Hyperparameter Grid Search	0	60	February 25, 2026
Tree Viewer - Graphviz	1	60	February 24, 2026
A toxic recipe for Growth minor-release	3	106	February 18, 2026
AlgoMan's Quant Toolkit – Advanced Pre-Training Analysis for Tree-Based Models	24	754	January 24, 2026
AI Factor - Ability to Include Slippage	6	221	January 20, 2026
Ranking vs machine-learning algorithms	50	1021	December 16, 2025
AI Questions	1	62	December 14, 2025
How to normalize by industry in AI models	4	98	December 14, 2025
Are our linear AI models homoskedastic? Are they close to linear?	0	74	October 9, 2025
Could not determine lookahead	3	75	September 25, 2025
List of 94 factors used in AI paper	12	1478	September 23, 2025
Z-score normalization by date is better than raw excess returns but the difference is not practically significant on my testing	2	163	September 13, 2025
AI Improvement	25	636	September 3, 2025
AI Factor Models Sources of Randomness (e.g. LightGBM)	5	181	September 3, 2025
AIF test results consistency	1	72	July 30, 2025
Slippage for leveraged inverse ETF Derivatives	6	140	July 16, 2025
Stupid AI Factor Questions on Validation Models, Prediction Models, and Time Periods	8	269	July 11, 2025
Member-Created AI for Investor Styles – Using Claude Artifacts	1	120	July 3, 2025
Does AI Load process understand required order of Regression() formulas?	2	105	June 1, 2025
A Novel Way to Control Risks	25	991	April 7, 2025
Has anyone successfully tried other LLM models? Such as FinGPT, FinBERT, or Llama 2?	41	2594	February 9, 2025
P123's Dedicated In-House Supercomputer? LLM for $3,000?	8	286	January 13, 2025
Great (?) AI paper about design choices	6	239	January 7, 2025
Do AI Models Use Raw Absolute Values or Relative Ranks?	3	113	January 3, 2025
How do you utilize AI-factor in conjunction with the systems you have?	7	257	December 3, 2024
KNN better than SMA for making prediction of factor performance?	2	137	November 25, 2024

Seminal paper cementing AI to the top spot for developing quantitative strategies

Dear All, This is it! The paper that everyone is quoting for AI based strategies. It is the new benchmark. It’s incredibly complete with many empirical output reports. It must have taken thousands of hours to do (gettin…