Resources

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, š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, š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, š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
Tele-Knowledge Pre-training for Fault Analysis 2022/10/23 - 5:45pm Academic Paper Artificial Intelligence, Machine Learning, Telecommunication, Model Pre-training, Knowledge Graph, Numeric Encoding, Fault Analysis
The Brain-Inspired Cooperative Shared Control for Brain-Machine Interface 2022/10/23 - 5:39pm Academic Paper Artificial Intelligence, Machine Learning, Brain-machine Interface Platform, Robotics, Human-Computer Interaction, Systems and Control
Hybrid-Regressive Neural Machine Translation 2022/10/23 - 11:12am Academic Paper Artificial Intelligence, Machine Learning, Neural Machine Translation, Computation and Language
Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations 2022/10/23 - 10:56am Academic Paper Artificial Intelligence, Machine Learning, Systems and Control, Logistic Regression, Random Forest, K-nearest Neighbor, Mixedinteger Linear Programming, Security-constrained Unit Commitment
Zero-Shot Text-to-Image Generation 2022/10/23 - 10:49am Academic Paper Artificial Intelligence, Machine Learning, Text-to-Image Generation, Computer Vision and Pattern Recognition
Deep Learning, Self-Taught Learning and Unsupervised Feature Learning 2022/10/22 - 8:35pm External Course Deep Learning, Self-Taught Learning, Unsupervised Feature Learning, Andrew Ng
Abstraction and Analogy-Making in Artificial Intelligence 2022/10/22 - 3:50pm Academic Paper Artificial Intelligence, Machine Learning
OUT TO SEE - A Film with John Ioannidis 2022/10/20 - 3:59pm Video John Ioannidis, Applied Data Science, Causal Data Science, COVID19, Public Policy, Health Policy

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