Data Analysis with Python - Full Course for Beginners |
2023/01/23 - 6:29pm |
External Course |
Data Analysis, Python, NumPy, Pandas, Matplotlib, Seaborn, Data Science |
The Unreasonable Effectiveness of Data |
2023/01/23 - 2:18pm |
External Course |
Data Analysis |
Data Science and Investment Strategy |
2023/01/22 - 1:47am |
External Course |
Data Science, Investment Strategy |
Judea Pearl -- The Foundations of Causal Inference |
2023/01/22 - 1:22am |
External Course |
Judea Pearl, Causal Inference, Causal Reasoning |
Philosophy of Data Science |
2023/01/21 - 1:28am |
External Course |
Philosophy of Data Science, Data Science |
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters |
2023/01/20 - 5:06pm |
External Course |
Causality Inference, Causality, Machine Learning, Algorithm Decision Making, Data-Driven Decision-Making, Treatment Effect Estimation, Treatment Assignment Policy |
Scientific Reasoning for Practical Data Science |
2023/01/20 - 1:30am |
External Course |
Scientific Reasoning, Data Science |
Deep Learning: A Crash Course |
2023/01/17 - 9:13am |
External Course |
Deep Learning, Neural Networks, Artificial Intelligence |
Scaling Laws for a Multi-Agent Reinforcement Learning Model |
2023/01/13 - 12:30pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Scaling Laws, Deep Reinforcement Learning, Multiagent Systems |
Scaling Scaling Laws with Board Games |
2023/01/13 - 12:28pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Scaling Laws, Deep Reinforcement Learning, Multiagent Systems |
Discovering and forecasting extreme events via active learning in neural operators |
2023/01/08 - 12:07pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Forecasting, Extreme Events, Black Swans, Monte Carlo, Bayesian Experimental Design, Deep Neural Operators, Model Agnostic Framework, Monte Carlo Tree Search |
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators |
2023/01/03 - 11:50am |
Academic Paper |
DeepONet, Learning Nonlinear Operators, Differential Equations, Universal Approximation Theorem of Operators, Machine Learning |
Agent-based Computational Finance: DSA ADS Course - 2023 |
2022/12/20 - 10:46am |
External Course |
Agent-based Model, Intelligent Agents, Computational Finance, Finance, Trading, Market Microstructure, Genetic Algorithms, Neural Networks, Artificial Financial Markets, Evolutionary Computation. |
Capital Allocation: Results, Analysis, and Assessment - DSA ADS Course - 2023 |
2022/12/20 - 8:40am |
External Course |
Capital Allocation, Investing, Investment Strategy, Algorithmic Trading, Trading, Finance, Asset Allocation, Asset Selection, Rebalancing |
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? |
2022/12/20 - 12:05am |
External Course |
Natural Language Processing, Language Models, Artificial Intelligence, Machine Learning, BERT, Switch-C, GPT-2, GPT-3 |
Building Human Values into Recommender Systems: An Interdisciplinary Synthesis |
2022/12/19 - 12:09pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Recommender Systems, Human-Computer Interaction, Information Retrieval, Social and Information Networks |
Narrative Sensemaking: Strategies for Narrative Maps Construction |
2022/12/19 - 12:05pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Narrative Maps, Information Narratives, Information Extraction, Visualization, Publishing, Human-Computer Interaction |
Narrative Maps: An Algorithmic Approach to Represent and Extract Information Narratives |
2022/12/19 - 11:55am |
Academic Paper |
Artificial Intelligence, Machine Learning, Narrative Maps, Information Narratives, Information Extraction, Antichains, Publishing, Human-Computer Interaction |
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement |
2022/12/19 - 11:44am |
Academic Paper |
Artificial Intelligence, Machine Learning, Multi-agent Reinforcement Learning Algorithm, Value Decomposition Graph Network, Adaptive Mesh Refinement, Numerical Analysis |
Chat Control or Child Protection? |
2022/12/19 - 11:40am |
Academic Paper |
Artificial Intelligence, Machine Learning, Cryptography and Security, Computers and Society |
Augmentation Backdoors |
2022/12/19 - 11:36am |
Academic Paper |
Artificial Intelligence, Machine Learning, Backdoors, Augmentation Backdoors, Data Augmentation, Cryptography and Security |
A Principal Odor Map Unifies Diverse Tasks in Human Olfactory Perception |
2022/12/19 - 11:33am |
Academic Paper |
Artificial Intelligence, Machine Learning, Graph Neural Networks, Human Olfactory Perception, Principal Odor Map |
Manipulating SGD with Data Ordering Attacks |
2022/12/19 - 1:02am |
Academic Paper |
Artificial Intelligence, Machine Learning, Data Ordering Attacks, Cryptography and Security, Computer Vision and Pattern Recognition |
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks |
2022/12/19 - 12:56am |
Academic Paper |
Artificial Intelligence, Machine Learning, Backdoors, Cryptography and Security, Compiler-based Attacks, Blackbox-undetectable |
Evolutionary Finance Approach: Literature Survey |
2022/12/18 - 2:35pm |
External Course |
Finance, Trading, Investment, Machine Learning, Evolutionary Finance, Behavioral Finance, Agent-Based Approach |
Experiments in finance: A survey of historical trends |
2022/12/18 - 2:29pm |
External Course |
Finance, Trading, Experiments, Investment, Machine Learning, Evolutionary Finance, Behavioral Finance, Agent-Based Approach |
Experiments in Evolutionary Finance |
2022/12/18 - 11:45am |
Academic Paper |
Finance, Trading, Algorithmic Trading, Algorithm, Machine Learning, Artificial Stock Market |
Intelligent Systematic Investment Agent: an ensemble of deep learning and evolutionary strategies |
2022/12/18 - 9:08am |
Academic Paper |
Investment Strategy, Finance, Machine Learning, Neural and Evolutionary Computing, Trading Strategies |
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective |
2022/12/14 - 2:53pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Out-of-Distribution Detection, AI Reliability, Image Classification, Computer Vision and Pattern Recognition |
Imitation Learning: Progress, Taxonomies and Challenges |
2022/12/14 - 2:44pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Robotics, Imitation Learning, Gaze Detection, Text Tagging |
Generative Pre-trained Transformer 3 |
2022/12/11 - 11:41pm |
External Course |
Machine Learning, Generative Pre-trained Transformer 3, GPT3 |
Dollar Debt in FX Swaps and Forwards: Huge, Missing and Growing |
2022/12/09 - 8:24pm |
External Course |
Finance, Trading, Investing, Currency Swaps, FX Swap Markets, FX Swaps, Dollar Obligations, Bank for International Settlements |
Towards Quantum Advantage via Topological Data Analysis |
2022/12/09 - 8:13pm |
Academic Paper |
Quantum Computing, Topological Data Analysis, Quantum Physics, Computational Complexity, Quantum Machine Learning, Quantum Algorithms |
Competition-Level Code Generation with AlphaCode |
2022/12/09 - 7:55pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Programming Languages, AlphaCode, Algorithmic Reasoning, Code Generation |
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? |
2022/12/07 - 1:53pm |
Academic Paper |
Natural Language Processing, Language Models, Artificial Intelligence, Machine Learning, BERT, Switch-C, GPT-2, GPT-3 |
Discovering faster matrix multiplication algorithms with reinforcement learning |
2022/11/30 - 1:38pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Reinforcement Learning, Matrix Multiplication, Matrix Multiplication Algorithms |
Topological Data Analysis for the Working Data Scientist |
2022/11/22 - 9:14pm |
External Course |
Topological Data Analysis |
Designing Data Visualizations: DSA ADS Course - 2023 |
2022/11/11 - 1:09pm |
External Course |
Data Science, Data Visualization |
Demonstration of a decimeter-level accurate hybrid optical-wireless terrestrial positioning system |
2022/11/10 - 3:20pm |
Academic Paper |
Global Navigation Satellite Systems, Positioning Navigation Timing, Hybrid Optical-wireless Terrestrial Positioning System |
Perception and memory have distinct spatial tuning properties in human visual cortex |
2022/11/04 - 9:09pm |
Academic Paper |
Brain-Inspired Computing, Brain Activity Mapping, Perception, Memory, Spatial Tuning Properties, Human Visual Cortex, Spatial Memory Retrieval, Brain-inspired Biosignal Classification |
Deep Learning: Machine Perception and Its Applications |
2022/11/03 - 11:35pm |
External Course |
Deep Learning, Machine Perception, Deep Convolutional Neural Networks |
Tera-scale Deep Learning |
2022/11/03 - 11:33pm |
External Course |
Tera-scale, Deep Learning, Deep Convolutional Neural Networks |
How To Design A Good API |
2022/11/01 - 2:13pm |
External Course |
API, Application Programming Interfaces |
A compute-in-memory chip based on resistive random-access memory |
2022/10/27 - 6:00pm |
Academic Paper |
Artificial Intelligence, Machine Learning, NeuRRAM, RRAM CIM Chip, Compute-in-memory Chip, RRAM-CIM Hardware |
Endonuclease fingerprint indicates a synthetic origin of SARS-CoV-2 |
2022/10/26 - 6:46pm |
Academic Paper |
COVID19, Public Policy, Health Policy, SARS-CoV-2, Origins of SARS-CoV-2, Endonuclease Fingerprint, Synthetic Virus |
The Causal Foundations of Applied Probability and Statistics |
2022/10/24 - 8:37pm |
External Course |
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics |
Text and Code Embeddings by Contrastive Pre-Training |
2022/10/24 - 11:13am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computation and Language, Text Embeddings, Code Embeddings, Contrastive Pre-Training |
Quantum Kerr Learning |
2022/10/23 - 6:02pm |
Academic Paper |
Quantum Computing, Quantum Algorithms, Quantum Machine Learning, Quantum Kerr Learning |
Bounds on quantum evolution complexity via lattice cryptography |
2022/10/23 - 5:58pm |
Academic Paper |
Quantum Computing, Quantum Algorithms, Data Analysis, Statistics and Probability, Data Structures and Algorithms |
PERCIVAL: Open-Source Posit RISC-V Core With Quire Capability |
2022/10/23 - 5:52pm |
Academic Paper |
Artificial Intelligence, Big Data Technology, RISC-V Core, IEEE-754, Floating Point, RISC-V, CPU, CVA6, LLVM, Matrix Multiplication |