EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
Entity records
4574 records · 62/115
- 2441
Platt Scaling
A post-processing method to convert SVM outputs into probability estimates
Website pending - 2442
Sequential Minimal Optimization
An efficient optimization algorithm for training Support Vector Machines
Website pending - 2443
Agentic Shopping
An automated process where AI agents autonomously handle searching, comparing, and purchasing decisions.
Website pending - 2444
Genomic Language Model (GLM)
Large models based on Transformer architecture designed to process DNA/RNA sequences.
Website pending - 2445
Autoregressive Diffusion
A hybrid architecture combining autoregressive temporal generation with diffusion denoising processes.
Website pending - 2446
Token Share
The proportion of total tokens consumed by a specific model on a platform, reflecting its usage popularity.
Website pending - 2447
Sparse Reconstruction
Technique to recover complete 3D scenes or object geometries from limited observational data.
Website pending - 2448
Long Decode Continuation
An inference optimization technique allowing models to generate extremely long text outputs.
Website pending - 2449
Recursive Language Model
Model architecture handling complex logic via self-invocation or hierarchical structures
Website pending - 2450
Agent Arena
Evaluation platform comparing AI agents' task execution capabilities and costs.
Website pending - 2451
Proximal Point Algorithm
An iterative optimization method solving regularized subproblems to approximate the original problem.
Website pending - 2452
Client Drift
The phenomenon in federated learning where local updates deviate from the global optimum.
Website pending - 2453
Variational Inequality
A generalized optimization framework often used to describe game equilibria or constrained problems.
Website pending - 2454
Activation Steering
Technique controlling model output by modifying internal activation values
Website pending - 2455
Symbolic Equivalence
A method to determine if two mathematical expressions are logically identical
Website pending - 2456
Serialization
The process of converting data structures into linear formats for transmission or storage
Website pending - 2457
Incremental Delivery
A method of splitting large changes into small batches for continuous integration to reduce risk.
Website pending - 2458
In-Context Learning
Model adjusts behavior based on examples or info in prompt without parameter updates
Website pending - 2459
Conditional Independence
The relationship where variables do not influence each other given certain conditions.
Website pending - 2460
Total Variation Distance
A statistical metric measuring the difference between two probability distributions.
Website pending - 2461
Discrete Diffusion Model
A probabilistic model that generates data by denoising in a discrete space like text.
Website pending - 2462
Phone Discrimination
Metric of ability to distinguish distinct phonetic units
Website pending - 2463
Multilingual Modeling
Architecture where one model handles tasks across multiple languages
Website pending - 2464
Ontological Design
Designing artifacts that shape users' frameworks for understanding reality and possibilities.
Website pending - 2465
Wizard of Oz technique
A prototyping method where humans simulate system responses to evaluate user experience before full implementation.
Website pending - 2466
Matrix Factorization
Decomposing a matrix into products of lower-rank matrices to extract latent features
Website pending - 2467
Gradient Flow
Continuous dynamical system describing parameter evolution along negative loss gradients
Website pending - 2468
PCA
Statistical method reducing dimensionality via orthogonal transformation
Website pending - 2469
Off-policy Reinforcement Learning
Allows training using data generated by policies other than the current one, e.g., experience replay
Website pending - 2470
Temporal Difference (TD) Learning
Combines Monte Carlo and dynamic programming to update value functions by estimating future rewards
Website pending - 2471
SNR
Ratio of signal power to noise power, measuring signal quality
Website pending - 2472
Information Theory
Mathematical theory of the quantification, storage, and communication of information
Website pending - 2473
Data Attribution
Linking model behaviors to the influence of specific training examples
Website pending - 2474
Mechanistic Interpretability
Understanding neural network functions by reverse-engineering internal components
Website pending - 2475
Feature Attribution
Methods quantifying the contribution of input features to model predictions
Website pending - 2476
Long-Horizon Planning
Complex planning tasks involving decision optimization over multiple time steps.
Website pending - 2477
Gradient-Based Planning
A method that uses gradient descent to optimize action sequences for achieving goals.
Website pending - 2478
Adaptive Parallel Reasoning
A method where models dynamically adjust parallel processing strategies based on problem complexity.
Website pending - 2479
Inference-time Scaling
Improving model performance by increasing computational effort during the inference phase.
Website pending - 2480
Inference Cost
The computational expense required for a deployed model to process inputs and generate outputs.
Website pending