#machinelearning

Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12

Evaluating Apple's Differential Privacy Deployment on macOS Context and framing Differential Privacy macOS 10.12 privacy parameters I begin with the basic framing: Apple publicly committed to using differential privacy for several telemetry streams, ...

50m ago5 min read

PNPaperium netpaperium.hashnode.dev

DFINITY Technology Overview Series, Consensus System

DFINITY Consensus: A Concise Scientific Appraisal Context and Architectural Goals decentralized randomness beacon registered client identities consensus layers verifiable random function This review examines a layered consensus design that centers on...

2h ago5 min read

KOKolawole Olaitanolaitankolawole.hashnode.dev

“Predicting Who Will Quit: How Machine Learning Helped HR Listen Before It Was Too Late”

It started with a familiar problem. At a fast-growing technology company, managers began noticing a worrying trend. Engineers were resigning. Designers were leaving. Even experienced team leads were q

2h ago6 min read

PNPaperium netpaperium.hashnode.dev

All-at-once Optimization for Coupled Matrix and Tensor Factorizations

Integrated Review: Gradient-Based Coupled Matrix and Tensor Factorization Problem Context and Motivation At first glance, the challenge addressed by this work is familiar yet stubborn: how to extract shared latent structure from heterogeneous collect...

3h ago4 min read

PNPaperium netpaperium.hashnode.dev

A Comprehensive Survey of Hallucination Mitigation Techniques in Large LanguageModels

Mitigating Hallucinations in Large Language Models: Scope and Framing Scope and central challenge At first glance the problem seems straightforward — models produce fluent text that is sometimes incorrect — yet the implications are deep for hallucina...

4h ago5 min read

PNPaperium netpaperium.hashnode.dev

Pylearn2: a machine learning research library

Pylearn2: a critical synthesis of a research-oriented machine learning library Design philosophy and intended audience At first glance Pylearn2 presents itself less as a convenience toolkit and more as a laboratory workbench, deliberately aimed at ex...

5h ago5 min read

PNPaperium netpaperium.hashnode.dev

Approximate Nearest Neighbor Search on High Dimensional Data --- Experiments,Analyses, and Improvement (v1.0)

Empirical Reappraisal of High‑Dimensional Nearest Neighbor Techniques Context and aims At first glance, the field of Approximate Nearest Neighbor Search feels crowded, yet this work aims to bring order by benchmarking across disciplines; the authors ...

6h ago4 min read

PNPaperium netpaperium.hashnode.dev

DeepSentiBank: Visual Sentiment Concept Classification with Deep ConvolutionalNeural Networks

DeepSentiBank: framing and methodological approach Motivation and concept-level representation At first glance the paper seeks to bridge low-level vision and affective interpretation by operating on mid-level semantic knots rather than raw pixels — a...

9h ago5 min read

PNPaperium netpaperium.hashnode.dev

High-order quantum algorithm for solving linear differential equations

Quantum approaches to sparse linear differential equations: a focused review Context and framing inhomogeneous sparse linear differential equations quantum simulation algorithms amplitude encoding high-order methods Linear differential equations crop...

10h ago5 min read

PNPaperium netpaperium.hashnode.dev

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open BaseModels in the Wild

Emergent Chain-of-Thought via Zero Reinforcement Learning across Open Base Models Framing and motivation At first glance, the idea that long-form Chain-of-Thought can arise without heavy supervised tuning is appealing — or rather, it seems plausible ...

11h ago5 min read

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#machinelearning

Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12

DFINITY Technology Overview Series, Consensus System

“Predicting Who Will Quit: How Machine Learning Helped HR Listen Before It Was Too Late”

All-at-once Optimization for Coupled Matrix and Tensor Factorizations

A Comprehensive Survey of Hallucination Mitigation Techniques in Large LanguageModels

Pylearn2: a machine learning research library

Approximate Nearest Neighbor Search on High Dimensional Data --- Experiments,Analyses, and Improvement (v1.0)

DeepSentiBank: Visual Sentiment Concept Classification with Deep ConvolutionalNeural Networks

High-order quantum algorithm for solving linear differential equations

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open BaseModels in the Wild

#machinelearning

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#machinelearning

Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12

DFINITY Technology Overview Series, Consensus System

“Predicting Who Will Quit: How Machine Learning Helped HR Listen Before It Was Too Late”

All-at-once Optimization for Coupled Matrix and Tensor Factorizations

A Comprehensive Survey of Hallucination Mitigation Techniques in Large LanguageModels

Pylearn2: a machine learning research library

Approximate Nearest Neighbor Search on High Dimensional Data --- Experiments,Analyses, and Improvement (v1.0)

DeepSentiBank: Visual Sentiment Concept Classification with Deep ConvolutionalNeural Networks

High-order quantum algorithm for solving linear differential equations

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open BaseModels in the Wild