2021-04-20 | MultiTask Learning with NLP | 21:35 | 693 | Let's Play |
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2021-04-20 | Investigating Anti-Muslim Bias in GPT-3 | 36:47 | 513 | |
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2021-04-15 | Evidential Reasoning Rule Based Feature Selection | AISC | 56:45 | 478 | |
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2021-04-13 | Getting into Reinforcement Learning - Fireside Chat | 44:44 | 177 | |
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2021-04-06 | AI Data Considerations in Medicine | 11:34 | 127 | |
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2021-04-06 | QSAR Model Explained | 8:50 | 2,087 | |
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2021-04-06 | RPA for Enterprises | 15:10 | 87 | |
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2021-04-06 | Security & Privacy in IoT | 10:37 | 311 | |
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2021-03-26 | Women In AI Spring 2021 Showcase!!! | 1:20 | 330 | |
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2021-03-25 | XAI with Monotonic Constraints & Interaction Constraints | 44:37 | 567 | |
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2021-03-22 | Grammatical Error Correction for Legal Professionals | 9:52 | 214 | |
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2021-03-22 | Team Emotion | 9:49 | 117 | |
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2021-03-22 | Climate Risk Exposure Analysis Machine | 10:42 | 117 | |
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2021-03-18 | Machine Learning Product Challenges on Aggregate Intellect | 2:30 | 270 | |
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2021-03-17 | Learning Mesh-Based Simulation with Graph Networks - Tobias Pfaff (DeepMind) | 1:04:07 | 5,465 | |
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2021-03-11 | Modeling Dissolution of Compact Planetary Systems | 48:09 | 188 | |
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2021-03-10 | High Dimensional Inference in the Universe | 37:58 | 222 | |
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2021-03-09 | BERT & NLP Explained | 18:05 | 2,093 | Let's Play |
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2021-03-09 | Introducing AI BRIEFS | 1:01 | 202 | |
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2021-03-05 | Deep Unsupervised Learning for Climate Informatics | 57:20 | 488 | |
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2021-03-03 | New Directions in Computer Vision | 10:00 | 885 | |
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2021-03-02 | Machine Learning Product Management in the Insurance Industry | 7:21 | 298 | |
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2021-03-01 | Running ML Experiments on the Edge | 5:19 | 174 | |
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2021-02-26 | Data exploration – can machine learning discover new drugs? | AISC | 43:48 | 260 | |
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2021-02-26 | Building a Quantum Computer with Trapped Ions | 1:03:05 | 767 | |
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2021-02-26 | Should ensemble members be calibrated? | AISC | 50:24 | 136 | |
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2021-02-25 | Topological Deep Learning | 50:31 | 1,776 | Vlog |
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2021-02-25 | Explainable AI to Automate Loan Underwriting Decisions | AISC | 47:41 | 1,411 | |
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2021-02-24 | 'Less Than One'-Shot Learning (author speaking) | 36:32 | 731 | |
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2021-02-18 | Machine Learning in Mobile Cybersecurity: An Overview | 1:08:30 | 272 | |
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2021-02-18 | Author speaking: Proper Machine Learning Explanations through LIME using OptiLIME framework | AISC | 54:44 | 301 | |
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2021-02-12 | Non-Euclidean Universal Approximation | AISC | 35:07 | 425 | |
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2021-02-10 | Explainable AI with Layer-wise Relevance Propagation (LRP) | 55:19 | 3,999 | |
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2021-02-05 | An Introduction to Quantum Computing | 1:17:43 | 520 | |
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2021-02-04 | Predicting compound activity from phenotypic profiles | 1:11:16 | 344 | |
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2021-02-04 | A Survey on the Explainability of Supervised Machine Learning | 59:24 | 522 | |
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2021-01-29 | Reinforcement learning in sports analytics | AISC | 1:02:27 | 798 | |
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2021-01-28 | We Can Measure XAI Explanations Better with Templates | AISC | 44:52 | 221 | |
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2021-01-27 | Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods | AISC | 45:12 | 1,136 | |
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2021-01-21 | Deep Learning in Healthcare and Its Practical Limitations | 42:32 | 861 | |
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2021-01-15 | Introduction to NVIDIA NeMo - A Toolkit for Conversational AI | AISC | 1:01:43 | 5,518 | |
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2021-01-15 | Explainable Classifiers Using Counterfactual Approach | AISC | 47:46 | 368 | |
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2021-01-14 | Machine learning meets continuous flow chemistry: Automated process optimization | AISC | 42:50 | 1,043 | |
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2021-01-13 | Screening and analysis of specific language impairment | AISC | 46:17 | 158 | |
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2021-01-08 | High-frequency Component Helps Explain the Generalization of Convolutional Neural Networks | AISC | 57:09 | 502 | Let's Play |
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2021-01-07 | Locality Guided Neural Networks for Explainable AI | AISC | 41:05 | 233 | Guide |
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2021-01-06 | Explaining image classifiers by removing input features using generative models | AISC | 29:03 | 285 | |
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2020-12-24 | An Introduction to the Quantum Tech Ecosystem | AISC | 54:27 | 342 | |
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2020-12-23 | Explaining by Removing: A Unified Framework for Model Explanation | AISC | 1:01:10 | 698 | |
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2020-12-18 | The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies | 1:06:37 | 581 | |
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2020-12-18 | Dirichlet Pruning for Neural Network Compression | AISC | 51:57 | 310 | |
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2020-12-17 | Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation | AISC | 49:09 | 150 | |
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2020-12-16 | How to Track Objects in Videos with Self-supervised Techniques | AISC | 38:17 | 492 | Guide |
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2020-12-15 | Practical Transformers - Natural Language Processing | Learning Package Overview | 3:06 | 462 | |
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2020-12-11 | AI for a Sustainable Future: Think Globally, Act Locally! | AISC | 59:02 | 158 | |
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2020-12-11 | Steve Brunton: Machine Learning for Fluid Dynamics | 1:20:15 | 3,196 | |
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2020-12-10 | An algorithm for Bayesian optimization for categorical variables informed by physical intuition with | 58:21 | 540 | |
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2020-12-09 | Artificial Intelligence, Ethics and Bias | AISC | 1:02:37 | 260 | |
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2020-12-08 | Agora: Working Remotely with Ease | 9:46 | 170 | |
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2020-12-08 | Logeo: Automatically Transform 2D Designs to 3D | 7:53 | 504 | Vlog |
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2020-12-08 | GNN-TOX: Graph Neural Nets to Make Drug Discovery Cheaper | 10:10 | 672 | |
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2020-12-08 | PatentNet: Search for the Next Best Invention with Confidence | 9:43 | 282 | |
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2020-12-08 | AlphaFold 2, Is Protein Folding Solved? | AISC | 59:57 | 2,599 | Let's Play |
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2020-12-04 | Computer vision to deeply phenotype human diseases across physiological, tissue and molecular scales | 47:29 | 313 | Vlog |
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2020-12-04 | Serina Chang: Understanding the spread of COVID-19 using Social Network Models | 48:36 | 661 | |
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2020-12-03 | The Importance of Strategy in AI Product Management | AISC | 1:32:20 | 212 | |
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2020-12-02 | What is Wrong with Explainable AI? | AISC | 52:18 | 613 | |
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2020-11-27 | De-identification of patients’ protected health information (PHI) from medical free-text | AISC | 52:09 | 804 | Guide |
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2020-11-25 | Interpretable Neural Networks for Panel Data Analysis in Economics | AISC | 1:03:19 | 2,066 | |
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2020-11-23 | Meet the MLOps Experts, a fireside chat for newcomers to AI careers | 51:16 | 334 | |
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2020-11-23 | Nodes, Edges and Properties; Graph Analysis Intro for ML Newcomers | 51:57 | 244 | |
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2020-11-20 | Operationalizing AI in Business at Scale | AISC | 1:22:02 | 420 | |
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2020-11-19 | Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT | AISC | 57:47 | 643 | |
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2020-11-19 | Augmented Out-of-sample Comparison Method for Time Series Forecasting Techniques | AISC | 37:37 | 263 | |
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2020-11-13 | Generating Ampicillin-Level Antimicrobial Peptides with Activity-Aware Generative Adversarial Net | 36:08 | 216 | |
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2020-11-13 | Disparate Interactions: An Algorithms-in-the-loop Analysis of Fairness in Risk Assessment | AISC | 54:11 | 174 | |
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2020-11-12 | [GATA] Learning Dynamic Belief Graphs to Generalize on Text-Based Games | AISC | 55:30 | 319 | |
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2020-11-12 | DrWhy.AI - Tools for Explainable Artificial Intelligence | AISC | 50:46 | 553 | |
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2020-11-07 | Similarity Search for Efficient Active Learning and Search of Rare Concepts | AISC | 44:13 | 450 | |
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2020-11-06 | Identifying Influential Individuals in Complex Networks: An Overview | AISC | 52:10 | 406 | |
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2020-11-06 | Da Xu (Walmart Labs): Inductive Representation Learning on Temporal Graphs | AISC | 1:02:51 | 1,631 | |
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2020-11-04 | AI, Democracy, & Disinformation | 47:09 | 194 | Guide |
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2020-10-29 | Application of Bayesian neural networks for aircraft safety | AISC | 51:42 | 328 | |
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2020-10-29 | AI and ML toward Telcom future | AISC | 1:01:52 | 285 | |
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2020-10-28 | Investing in Emerging Technology & The Nuts & Bolts of How to Raise Money for your Startup | AISC | 58:38 | 133 | Guide |
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2020-10-23 | The People, Politics, & Histories Behind Machine Learning Datasets | AISC | 1:08:36 | 212 | |
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2020-10-23 | Detecting and Correcting Unfairness in Machine Learning | AISC | 1:32:22 | 117 | |
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2020-10-23 | Highly Recommended: A Fireside Chat with AISC's Resident Experts on Recommender Systems | 51:35 | 136 | |
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2020-10-23 | A Fireside Chat with AISC NLP experts | 1:01:33 | 127 | Let's Play |
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2020-10-23 | Machine Learning in Environmental Science and Prediction: An Overview | AISC | 44:05 | 2,234 | |
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2020-10-23 | Battery Modelling using Data-Driven Machine Learning | AISC | 55:55 | 5,577 | |
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2020-10-22 | BERTology Meets Biology: Interpreting Attention in Protein Language Models | AISC | 42:51 | 1,190 | Vlog |
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2020-10-21 | Design for Augmentation (not Automation) | AISC | 1:04:37 | 156 | |
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2020-10-16 | Genomics with Deep Learning: A Concise Overview | AISC | 1:01:59 | 2,019 | |
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2020-10-16 | Designing quantum computers with generative models | AISC | 1:05:36 | 218 | |
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2020-10-16 | Explainable AI for Time Series - Literature Review | AISC | 46:44 | 3,626 | Review |
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2020-10-15 | Towards a Critical Race Methodology in Algorithmic Fairness | AISC | 1:01:40 | 206 | Vlog |
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2020-10-15 | An eye on AI in Healthcare | AISC | 1:01:03 | 383 | |
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2020-10-14 | Some Salient Issues with Saliency Models | AISC | 45:31 | 226 | |
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2020-10-14 | The Messy Side of AI Products | AISC | 2:01:00 | 334 | |
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