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kardosdrur

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topic-benchmark-results

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[ [ "detect", "look", "detection", "investigation", "found", "detecting", "inspection", "find", "enforce", "investigates" ], [ "ensemble", "provide", "component", "components", "energy", "factor", "hand", "evaluate", "element", "function" ], [ "vertex", "graph", "graphs", "node", "nodes", "vertices", "network", "graphical", "networks", "edges" ], [ "encoder", "encoders", "mcmc", "simultaneous", "observation", "demonstrating", "reconstruction", "synthetic", "separately", "decoding" ], [ "attacker", "adversaries", "adversarial", "robustness", "adversarially", "attack", "attacks", "malware", "threat", "malicious" ], [ "actively", "aware", "focusing", "attention", "focus", "focused", "focuses", "interest", "add", "forgetting" ], [ "regret", "offers", "bandits", "bandit", "greedy", "costly", "exploiting", "exploration", "online", "market" ], [ "static", "mismatch", "contrary", "fashion", "noisy", "noise", "vehicles", "diverse", "videos", "forces" ], [ "svm", "exploration", "neural", "gradients", "imagenet", "clusters", "clustering", "cluster", "classifier", "perception" ], [ "dnn", "dnns", "difficulty", "deep", "backpropagation", "deeper", "problems", "difficulties", "bernoulli", "neural" ], [ "embeddings", "privacy", "embedding", "private", "hidden", "security", "synthetic", "publicly", "restricted", "reveal" ], [ "benchmarks", "dimensionality", "kl", "benchmark", "classification", "metrics", "analytics", "manifold", "capacity", "hyperparameters" ], [ "batch", "stochastic", "split", "ignore", "simultaneous", "share", "tensors", "workflow", "tensor", "pytorch" ], [ "imputation", "indicating", "inferring", "predicting", "guidance", "residual", "predictive", "delay", "predict", "predicted" ], [ "convex", "gradient", "convexity", "stochastic", "nonlinear", "tight", "sgd", "bottleneck", "gradients", "edge" ], [ "counterpart", "scalability", "pixels", "vast", "showed", "pixel", "correlated", "count", "markov", "large" ], [ "discriminate", "biased", "bias", "discrimination", "fairness", "biases", "fair", "inequality", "equally", "equal" ], [ "forgetting", "observations", "knowledge", "phenomenon", "entropy", "source", "sources", "learning", "absence", "decompose" ], [ "ranging", "bias", "simulations", "experiment", "exposure", "range", "sampling", "biases", "experiments", "accuracy" ], [ "likelihood", "bayes", "probabilistic", "probabilities", "probability", "gaussian", "bayesian", "uncertain", "priors", "posterior" ], [ "autoencoders", "autoencoder", "encoder", "encoded", "encode", "generative", "coding", "vae", "encodes", "encoders" ], [ "sentences", "sentence", "linguistic", "words", "english", "translation", "language", "languages", "texts", "textual" ], [ "short", "critic", "characterization", "decreases", "contrastive", "longer", "attractive", "careful", "indicate", "decrease" ], [ "partition", "partitioning", "interpolation", "derivatives", "convolution", "approximation", "mixture", "filtering", "approximations", "convolutions" ], [ "transfer", "adapt", "transferring", "transferred", "adapts", "transmission", "sharing", "shift", "adapting", "attributed" ], [ "sound", "voice", "acoustic", "recorded", "audio", "speech", "speaker", "noise", "communications", "frequencies" ], [ "invariant", "uncertainties", "sensors", "robustness", "robust", "grounded", "poses", "objects", "object", "equipped" ], [ "inspection", "unlabeled", "minimal", "focus", "selection", "minimum", "selecting", "chosen", "pixel", "designing" ], [ "sparse", "subspaces", "matrices", "subspace", "resolution", "matrix", "factorization", "rank", "linear", "tensors" ], [ "devise", "github", "patches", "forest", "patch", "implement", "python", "tree", "aid", "framework" ], [ "motion", "brain", "moving", "movement", "step", "neural", "head", "aiming", "strictly", "neurons" ], [ "yet", "regarding", "consequently", "subsequent", "responses", "unfortunately", "prone", "locally", "neighbors", "furthermore" ], [ "dnns", "boosting", "backpropagation", "rnn", "rnns", "gnns", "xgboost", "enhances", "gnn", "lstm" ], [ "learns", "besides", "interesting", "although", "considers", "additionally", "attracted", "increases", "utilizes", "especially" ], [ "laplacian", "dynamical", "manifold", "differentially", "spectral", "finite", "automatically", "automated", "stable", "turns" ], [ "derive", "pooling", "similarities", "versus", "hyper", "parallel", "exploitation", "interplay", "intensive", "hessian" ], [ "streaming", "stream", "streams", "algorithms", "algorithmic", "compute", "track", "runtime", "computes", "collection" ], [ "play", "rl", "reinforcement", "policy", "conditioning", "control", "controller", "environments", "policies", "agents" ], [ "latent", "dnn", "explainable", "task", "interpretability", "interpretable", "observable", "dnns", "artifacts", "subjects" ], [ "clusters", "clustering", "cluster", "partitioning", "segmentation", "segment", "decentralized", "communities", "localized", "finds" ] ]

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"partitioning", "supervision", "clusters", "clustering", "cluster", "segment", "segmentation", "groups", "association", "community" ], [ "optimum", "sparse", "minimal", "accessible", "minimum", "pixel", "maximize", "focus", "lightweight", "optimized" ], [ "autoencoders", "autoencoder", "encoder", "vae", "encoders", "variational", "variation", "autoregressive", "lstm", "svm" ], [ "adversaries", "attacker", "attack", "attacks", "adversarially", "adversarial", "threat", "robustness", "adversary", "malicious" ], [ "datasets", "modelling", "transformer", "model", "models", "manifold", "objects", "dataset", "transformers", "modeling" ], [ "differentially", "dynamical", "observational", "laplacian", "analytical", "analytically", "differential", "gradient", "imply", "derive" ], [ "private", "privacy", "identity", "embedding", "extracted", "classified", "publicly", "hidden", "reveal", "pass" ], [ "expressed", "topological", "grounded", "manifold", "expression", "nonconvex", "semantic", "intrinsic", "embeddings", "dimensionality" ], [ "dedicated", "flow", "cycles", "designs", "illustrate", "flows", "exploit", "designing", "subspace", "loop" ], [ "huge", "explored", "volume", "dependencies", "ask", "exploring", "walk", "remote", "expand", "numerous" ], [ "bottleneck", "handling", "benchmarks", "containing", "sensitivity", "contain", "hyperparameters", "mcmc", "operator", "kl" ], [ "mixed", "mixture", "encoding", "flow", "stochastic", "encoded", "diffusion", "information", "flows", "scheme" ], [ "energy", "devices", "sensor", "activity", "static", "stationary", "eeg", "brain", "behaviour", "wearable" ], [ "guarantee", "guaranteed", "solver", "deal", "compatible", "solvers", "solves", "guarantees", "solving", "solve" ], [ "transformer", "filters", "cifar10", "degrade", "mri", "degradation", "imaging", "pixels", "decay", "filtering" ], [ "knowledge", "distillation", "learning", "learnt", "learned", "kernel", "studying", "learner", "learn", "learners" ], [ "measure", "measurement", "survey", "practical", "measurements", "viable", "measured", "baselines", "samples", "step" ], [ "posterior", "partition", "scalable", "parallel", "partitioning", "hierarchical", "multiple", "hyperparameter", "scalability", "multi" ], [ "exploration", "black", "critic", "before", "year", "scratch", "regret", "remove", "previous", "date" ], [ "ml", "industrial", "machines", "machine", "computer", "multi", "music", "memory", "mining", "ai" ], [ "separation", "discrete", "screening", "dynamics", "distillation", "discriminator", "controller", "denoising", "convolution", "filtering" ], [ "automated", "classifier", "classifiers", "svm", "automatically", "embedded", "labeling", "algorithmic", "textit", "label" ], [ "perception", "sampling", "sensing", "detect", "detection", "detecting", "detected", "representative", "susceptible", "selection" ], [ "ensembles", "outside", "weather", "cloud", "forest", "forecast", "forecasting", "forecasts", "environment", "evolution" ], [ "collect", "preserving", "compressed", "sparse", "compress", "preserve", "collected", "vast", "capturing", "heavy" ], [ "preferences", "popularity", "user", "recommender", "suggested", "suggest", "recommendations", "recommendation", "personalized", "influence" ], [ "points", "heuristic", "heuristics", "deployment", "inference", "infinite", "computations", "reasoning", "inherent", "contrary" ], [ "sensors", "ratio", "sensor", "exposure", "shot", "low", "neighbor", "impractical", "neighbors", "short" ], [ "approximations", "converge", "boundary", "converges", "limits", "biases", "limit", "boundaries", "convergence", "offers" ], [ "fewer", "generalizes", "smaller", "characterizing", "generalizing", "generalize", "generalization", "generalizability", "asymptotically", "enough" ], [ "satisfies", "straightforward", "softmax", "minimax", "posterior", "corpus", "fields", "taxonomy", "field", "focus" ], [ "rigorously", "cell", "granularity", "coarse", "noisy", "rigorous", "exists", "presence", "queries", "cells" ], [ "modes", "multi", "concrete", "boxes", "here", "box", "structures", "dimensions", "diverse", "description" ], [ "entropy", "streaming", "compression", "storage", "relevance", "sequence", "storing", "vital", "records", "preserving" ], [ "mcmc", "multimodal", "linear", "multiple", "nonlinear", "minimax", "mismatch", "linearly", "ml", "resnet" ], [ "randomized", "random", "diffusion", "kernels", "randomly", "stochastic", "kernel", "svm", "manifold", "gaussian" ], [ "biological", "mechanism", "genetic", "molecular", "protein", "biology", "interactions", "communities", "beneficial", "cifar10" ], [ "modeled", "representation", "environments", "models", "representations", "modelling", "modeling", "accessible", "represented", "model" ], [ "count", "compatible", "variant", "markov", "verified", "configuration", "adopted", "categorical", "variants", "applicability" ], [ "aspects", "explainable", "interpret", "interpretability", "interpretation", "interpretable", "explanations", "explaining", "interpreted", "explanation" ], [ "gan", "critic", "nn", "tuning", "gnn", "gnns", "dnn", "dnns", "test", "agnostic" ], [ "greedy", "regret", "bandits", "bandit", "exploiting", "exploration", "uncertain", "exploits", "naive", "strategies" ] ]

[ [ "oil", "economic", "state", "india", "president", "country", "countries", "economy", "indian", "aids" ], [ "actor", "films", "film", "oscar", "awards", "comedy", "award", "actress", "best", "movie" ], [ "election", "blair", "labour", "howard", "party", "tory", "tories", "secretary", "minister", "leader" ], [ "shares", "growth", "stock", "prices", "sales", "bank", "yukos", "deutsche", "market", "company" ], [ "nations", "england", "robinson", "rugby", "wales", "six", "coach", "ireland", "half", "side" ], [ "microsoft", "security", "search", "software", "users", "site", "virus", "internet", "web", "sites" ], [ "arsenal", "liverpool", "manager", "league", "football", "united", "chelsea", "club", "goal", "cup" ], [ "album", "band", "song", "singer", "music", "chart", "show", "songs", "rock", "pop" ], [ "her", "olympic", "indoor", "final", "champion", "race", "title", "championships", "athens", "tennis" ], [ "sony", "tv", "phone", "broadband", "mobile", "phones", "digital", "video", "technology", "mobiles" ] ]

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"beaten", "blues", "windows", "soul", "injury" ], [ "toshiba", "consortium", "dvd", "ibm", "dvds", "broadcasters", "disc", "formats", "technologies", "alongside" ], [ "satisfied", "enthusiasm", "convinced", "achieve", "achieved", "successful", "believed", "delighted", "insisted", "succeed" ], [ "passed", "sideways", "completed", "unveiled", "breakthrough", "finished", "byrne", "seconds", "successive", "longer" ], [ "barcelona", "arsenal", "mourinho", "goalkeeper", "chelsea", "everton", "lisbon", "football", "brazilian", "jose" ], [ "adopted", "returning", "returned", "waiting", "italian", "landed", "finally", "abroad", "arrived", "spokeswoman" ], [ "revolution", "tense", "sequel", "bomb", "square", "introduction", "afterwards", "mood", "comedy", "terror" ], [ "howard", "tories", "tax", "conservative", "tory", "conservatives", "taxes", "campaigning", "liberal", "taxpayers" ], [ "roddick", "tournament", "doubles", "wimbledon", "tennis", "court", "federer", "courts", "matches", "henman" ], [ "portable", "sustainable", "clarke", "reduced", "reducing", "youth", "iraq", "pcs", "driving", "sustain" ], [ "norwich", "lisbon", "edward", "ellis", "paris", "amazon", "olivier", "phillips", "andre", "korea" ], [ "dublin", "indian", "manchester", "aviator", "india", "ferdinand", "ireland", "agriculture", "tom", "early" ], [ "argentina", "reform", "reforms", "investment", "investments", "antonio", "imf", "invest", "spanish", "restructuring" ], [ "africa", "aids", "gb", "imf", "aid", "charity", "poverty", "worldwide", "billion", "african" ], [ "olympic", "olympics", "athletics", "doping", "athletes", "drug", "prosecutors", "drugs", "trial", "trials" ], [ "recognised", "honours", "award", "awarded", "announcement", "announce", "correspondent", "oil", "announced", "prize" ], [ "yukos", "putin", "russian", "russia", "khodorkovsky", "gazprom", "oil", "vladimir", "mikhail", "norway" ], [ "camera", "showed", "looked", "seen", "attended", "watched", "visitors", "screening", "exhibition", 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"include", "program", "subject", "open", "run", "version", "font", "display", "change", "start" ] ]

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[ [ "rule", "discuss", "sport", "game", "baseball", "review", "playoff", "hockey", "explain", "league" ], [ "additional", "explain", "computer", "explanation", "problem", "review", "follow", "advice", "instruction", "reply" ] ]

[ [ "rule", "discuss", "sport", "game", "baseball", "review", "playoff", "hockey", "explain", "league" ], [ "additional", "explain", "computer", "explanation", "problem", "review", "follow", "advice", "instruction", "reply" ] ]

[ [ "rule", "discuss", "sport", "game", "baseball", "review", "playoff", "hockey", "explain", "league" ], [ "additional", "explain", "computer", "explanation", "problem", "review", "follow", "advice", "instruction", "reply" ] ]