Posts

Andrew Fairless, Ph.D.

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2024-07-18

What I Read: time series, Gaussian processes
2024-07-17

What I Read: Matryoshka Embedding
2024-07-15

What I Read: LLMs, Open Source
2024-07-10

What I Read: anti-patterns, data reuse
2024-07-09

What I Read: Hallucinations, AI
2024-07-08

What I Read: Ring Attention
2024-07-02

What I Read: Kalman Filter
2024-07-01

What I Read: Data Science, Mostly Dispatch
2024-06-27

What I Read: Dont put notebooks into production
2024-06-26

What I Read: Flow Matching
2024-06-25

What I Read: How Machines ‘Grok’ Data
2024-06-20

What I Read: Structured Generation, Constrained Decoding
2024-06-18

What I Read: Attention, transformers
2024-06-17

What I Read: Linear Algebra, Random
2024-06-13

What I Read: Generalized Additive Models
2024-06-12

What I Read: Data Selection, LLMs
2024-06-10

What I Read: Mamba Explained
2024-06-05

What I Read: speed up code, Numba
2024-06-04

What I Read: binary vector search
2024-06-03

What I Read: Chain-of-Thought Reasoning
2024-05-29

What I Read: predicate pushdown
2024-05-28

What I Read: Cloud native data loaders ML
2024-05-27

What I Read: Modals web infrastructure
2024-05-23

What I Read: Lincoln, confidence intervals
2024-05-22

What I Read: High-Dimensional Variance
2024-05-20

What I Read: text embeddings
2024-05-15

What I Read: reliance on AI-assisted decisions
2024-05-14

What I Read: 1-bit LLMs, 1.58 Bits
2024-05-13

What I Read: diffusion distillation
2024-05-09

What I Read: Mamba, Easy Way
2024-05-08

What I Read: How fast process CSV file
2024-05-07

What I Read: impute income, opinion polls
2024-05-01

What I Read: Mamba
2024-04-30

What I Read: Structured State Space Sequence Models
2024-04-29

What I Read: Forgetting Can Help AI Learn
2024-04-25

What I Read: Predictive Human Preference, Model Ranking to Model Routing
2024-04-23

What I Read: Diffusion Model theory
2024-04-22

What I Read: Compound AI Systems
2024-04-18

What I Read: Scaling ChatGPT, Engineering Challenges
2024-04-17

What I Read: High-Quality Human Data
2024-04-15

What I Read: Probabilistic Linkage, Data Deduplication
2024-04-11

What I Read: Every infrastructure decision I endorse, regret
2024-04-10

What I Read: How Quickly LLMs Learn Skills?
2024-04-09

What I Read: Deploy Model
2024-04-08

What I Read: Diffusion models, new theoretical perspective
2024-04-04

What I Read: LoRA from Scratch
2024-04-03

What I Read: LLM Evaluation Metrics
2024-04-02

What I Read: Open Source AI
2024-04-01

What I Read: Artificial, Biological Intelligence
2024-03-28

What I Read: SQL order