📊 Optimization - eaksquad · Scour

The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel | Towards Data Science

towardsdatascience.com·4h

Multi-Objective Bayesian Optimization of Deep Reinforcement Learning for Environmental, Social, and Governance (ESG) Financial Portfolio Management

arxiv.org·17h

💬Prompt Engineering

Sparse Principal Component Analysis with Energy Profile Dependent Sample Complexity

arxiv.org·17h

🎯Vector Search

AI for Ruby Devs Part I: From the Basics to building a neural network

dev.to·3h·

Discuss: DEV

💬Prompt Engineering

Adaptive Weighted Genetic Algorithm-Optimized SVR for Robust Long-Term Forecasting of Global Stock Indices for investment decisions

arxiv.org·17h

🎯Vector Search

Derivative-Informed Fourier Neural Operator: Universal Approximation and Applications to PDE-Constrained Optimization

arxiv.org·1d

A Clustering-Based Variable Ordering Framework for Relaxed Decision Diagrams for Maximum Weighted Independent Set Problem

arxiv.org·17h

🏗️Data Modeling

OLR-WAA: Adaptive and Drift-Resilient Online Regression with Dynamic Weighted Averaging

arxiv.org·2d

Low-Rank Compression of Language Models via Differentiable Rank Selection

arxiv.org·1d

Optimization of gridding algorithms for FFT by vector optimization

arxiv.org·17h

📊Performance Tools

A Regime-Aware Fusion Framework for Time Series Classification

arxiv.org·17h

🗄️Vector Databases

Unsupervised Representation Learning from Sparse Transformation Analysis

arxiv.org·1d

Evaluating Frontier LLMs on PhD-Level Mathematical Reasoning: A Benchmark on a Textbook in Theoretical Computer Science about Randomized Algorithms

arxiv.org·1d

💬Prompt Engineering

Mind the Jumps: A Scalable Robust Local Gaussian Process for Multidimensional Response Surfaces with Discontinuities

arxiv.org·2d

👁️Computer Vision

Learning Model Parameter Dynamics in a Combination Therapy for Bladder Cancer from Sparse Biological Data

arxiv.org·17h

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs | Towards Data Science

towardsdatascience.com·8h

💬Prompt Engineering

Generalization and Feature Attribution in Machine Learning Models for Crop Yield and Anomaly Prediction in Germany

arxiv.org·17h

🗄️Vector Databases

Unreliable Uncertainty Estimates with Monte Carlo Dropout

arxiv.org·17h

Expand and Prune: Maximizing Trajectory Diversity for Effective GRPO in Generative Models

arxiv.org·17h

🎯Vector Search

BERT and CNN integrated Neural Collaborative Filtering for Recommender Systems

arxiv.org·17h

🤖Transformers

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