Integrating AI and Wargaming: Opportunities and Challenges
Explore opportunities and challenges of integrating AI into wargaming, enhancing strategic decision-making and scenario analysis for defense and security applications.
Towards Third Wave AI: Interpretable, Robust Trustworthy Machine Learning
Explore new theories and algorithms for complex dynamical systems, creating trustworthy AI for real-time prediction and national security applications. Learn about innovative neural networks and physics-integrated models.
How Could We Design Aligned and Provably Safe AI?
Explore AI safety with Dr. Yoshua Bengio, focusing on run-time risk evaluation and Bayesian approaches to mitigate potential harm from advanced AI systems.
Learning Paradigms for Neural Networks: The Locally Backpropagated Forward-Forward Algorithm
Explore innovative neural network training methods combining backpropagation and forward-forward algorithms to address limitations in complex, physics-related AI applications.
Ontologies, Graph Deep Learning, and AI in Materials Science
Explore ontologies, graph deep learning, and AI in materials science, focusing on advanced manufacturing and synchrotron science. Learn about innovative approaches for multimodal analysis and decision-making.
FOCUS Technique: Evolutionary Testing Simulation with Out-of-Distribution Images
Explorez les techniques d'essais évolutifs et de simulation avec des images hors distribution pour améliorer la robustesse des modèles d'apprentissage automatique.
Where Vector Search is Taking Us
Explore vector search options, components, and future prospects with industry expert Dmitry Kan in this keynote address from Haystack EU 2022.
Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning
Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
Unbiased Neural Ranking Model for Product Search
Explore an unbiased neural ranking model for product search, leveraging implicit customer feedback and addressing position bias to improve e-commerce search results.
Relevance in the Age of Generative Search - Haystack US 2023 Keynote
Explore the integration of generative AI in search, covering strategies, code examples, and the balance between AI capabilities and traditional relevance techniques for accurate results.
Populating and Leveraging Semantic Knowledge Graphs to Supercharge Search
Populate and leverage semantic knowledge graphs to enhance search capabilities, enabling concept-based queries, query expansion, and improved long-tail query matching for reduced zero-result searches.
How Far is the Empire State Building from the Eiffel Tower? Semantic Vectors in Travel Discovery - Haystack US 2023
Explore semantic vector applications in travel marketplaces for improved recommendations, ranking, and ad optimization. Learn about evolving algorithms and practical advice for implementation.
Relevance in the Age of Generative Search - Haystack US 2023 Keynote
Explore strategies for integrating generative AI and language models into search applications, balancing accuracy and relevance while leveraging new capabilities in the evolving search landscape.
Creating Representative Query Sets for Offline Evaluation
Learn to construct representative query sets for offline evaluation in AI/ML experimentation, enhancing understanding of algorithm impacts and streamlining A/B testing processes.
Vector Search for Clinical Decisions
Explore EBSCO's journey in implementing vector search for clinical decision support, addressing challenges in precision and recall for complex medical queries.
Building Recommendation Systems with Vector Search - Women of Search
Explore building recommendation systems using vector search, focusing on Ref2Vec for user representation and bipartite graphs for user-product connections. Learn to enhance e-commerce experiences through advanced search techniques.
Bias Identification and Mitigation in AI Systems
Explore techniques for identifying and mitigating bias in AI systems with NLP expert Arnault Gombert.
AI Search and Generative Answers with Open-Source NucliaDB
Explore AI-powered search engines with Nuclia's API, featuring generative answers and open-source NucliaDB technology.
Using Vector Databases to Scale Multimodal Embeddings, Retrieval and Generation
Explore scaling multimodal embeddings, retrieval, and generation using vector databases. Learn cross-modal search techniques and guide large language models with real-time retrieval.
Gen AI Search and Summarization Testing Using Human SME Techniques
Explore a framework for testing generative AI search results and summaries using subject matter experts, including methodology, metrics, and potential applications.
Vector (Hybrid) Search Live A/B Test Results in E-commerce Sector
Explore significant A/B test results of Vector (Hybrid) Search in e-commerce, revealing revenue increases and improved user engagement. Learn about embedding creation and result blending techniques.